Dataset statistics
| Number of variables | 121 |
|---|---|
| Number of observations | 48744 |
| Missing cells | 1404419 |
| Missing cells (%) | 23.8% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 79.2 MiB |
| Average record size in memory | 1.7 KiB |
Variable types
| Numeric | 68 |
|---|---|
| Categorical | 49 |
| Boolean | 3 |
| Text | 1 |
FLAG_DOCUMENT_2 has constant value "0" | Constant |
FLAG_DOCUMENT_10 has constant value "0" | Constant |
FLAG_DOCUMENT_12 has constant value "0" | Constant |
FLAG_DOCUMENT_13 has constant value "0" | Constant |
FLAG_DOCUMENT_14 has constant value "0" | Constant |
FLAG_DOCUMENT_15 has constant value "0" | Constant |
FLAG_DOCUMENT_16 has constant value "0" | Constant |
FLAG_DOCUMENT_17 has constant value "0" | Constant |
FLAG_DOCUMENT_19 has constant value "0" | Constant |
FLAG_DOCUMENT_20 has constant value "0" | Constant |
FLAG_DOCUMENT_21 has constant value "0" | Constant |
AMT_ANNUITY is highly overall correlated with AMT_CREDIT and 1 other fields | High correlation |
AMT_CREDIT is highly overall correlated with AMT_ANNUITY and 1 other fields | High correlation |
AMT_GOODS_PRICE is highly overall correlated with AMT_ANNUITY and 1 other fields | High correlation |
APARTMENTS_AVG is highly overall correlated with APARTMENTS_MEDI and 24 other fields | High correlation |
APARTMENTS_MEDI is highly overall correlated with APARTMENTS_AVG and 24 other fields | High correlation |
APARTMENTS_MODE is highly overall correlated with APARTMENTS_AVG and 24 other fields | High correlation |
BASEMENTAREA_AVG is highly overall correlated with APARTMENTS_AVG and 15 other fields | High correlation |
BASEMENTAREA_MEDI is highly overall correlated with APARTMENTS_AVG and 15 other fields | High correlation |
BASEMENTAREA_MODE is highly overall correlated with APARTMENTS_AVG and 15 other fields | High correlation |
CNT_CHILDREN is highly overall correlated with CNT_FAM_MEMBERS | High correlation |
CNT_FAM_MEMBERS is highly overall correlated with CNT_CHILDREN | High correlation |
CODE_GENDER is highly overall correlated with OCCUPATION_TYPE | High correlation |
COMMONAREA_AVG is highly overall correlated with APARTMENTS_AVG and 12 other fields | High correlation |
COMMONAREA_MEDI is highly overall correlated with APARTMENTS_AVG and 12 other fields | High correlation |
COMMONAREA_MODE is highly overall correlated with APARTMENTS_AVG and 12 other fields | High correlation |
DAYS_BIRTH is highly overall correlated with EXT_SOURCE_1 and 1 other fields | High correlation |
DAYS_EMPLOYED is highly overall correlated with FLAG_DOCUMENT_6 and 3 other fields | High correlation |
DEF_30_CNT_SOCIAL_CIRCLE is highly overall correlated with DEF_60_CNT_SOCIAL_CIRCLE | High correlation |
DEF_60_CNT_SOCIAL_CIRCLE is highly overall correlated with DEF_30_CNT_SOCIAL_CIRCLE | High correlation |
ELEVATORS_AVG is highly overall correlated with APARTMENTS_AVG and 18 other fields | High correlation |
ELEVATORS_MEDI is highly overall correlated with APARTMENTS_AVG and 18 other fields | High correlation |
ELEVATORS_MODE is highly overall correlated with APARTMENTS_AVG and 18 other fields | High correlation |
EMERGENCYSTATE_MODE is highly overall correlated with FLAG_DOCUMENT_7 | High correlation |
ENTRANCES_AVG is highly overall correlated with APARTMENTS_AVG and 15 other fields | High correlation |
ENTRANCES_MEDI is highly overall correlated with APARTMENTS_AVG and 15 other fields | High correlation |
ENTRANCES_MODE is highly overall correlated with APARTMENTS_AVG and 13 other fields | High correlation |
EXT_SOURCE_1 is highly overall correlated with DAYS_BIRTH and 1 other fields | High correlation |
EXT_SOURCE_2 is highly overall correlated with FLAG_MOBIL | High correlation |
FLAG_DOCUMENT_3 is highly overall correlated with FLAG_DOCUMENT_6 and 1 other fields | High correlation |
FLAG_DOCUMENT_4 is highly overall correlated with OWN_CAR_AGE | High correlation |
FLAG_DOCUMENT_6 is highly overall correlated with DAYS_EMPLOYED and 3 other fields | High correlation |
FLAG_DOCUMENT_7 is highly overall correlated with APARTMENTS_AVG and 46 other fields | High correlation |
FLAG_DOCUMENT_8 is highly overall correlated with FLAG_DOCUMENT_3 | High correlation |
FLAG_EMP_PHONE is highly overall correlated with DAYS_BIRTH and 4 other fields | High correlation |
FLAG_MOBIL is highly overall correlated with EXT_SOURCE_1 and 2 other fields | High correlation |
FLAG_OWN_CAR is highly overall correlated with OWN_CAR_AGE | High correlation |
FLOORSMAX_AVG is highly overall correlated with APARTMENTS_AVG and 24 other fields | High correlation |
FLOORSMAX_MEDI is highly overall correlated with APARTMENTS_AVG and 24 other fields | High correlation |
FLOORSMAX_MODE is highly overall correlated with APARTMENTS_AVG and 24 other fields | High correlation |
FLOORSMIN_AVG is highly overall correlated with ELEVATORS_AVG and 12 other fields | High correlation |
FLOORSMIN_MEDI is highly overall correlated with ELEVATORS_AVG and 11 other fields | High correlation |
FLOORSMIN_MODE is highly overall correlated with ELEVATORS_AVG and 10 other fields | High correlation |
FONDKAPREMONT_MODE is highly overall correlated with FLAG_DOCUMENT_7 | High correlation |
HOUSETYPE_MODE is highly overall correlated with FLAG_DOCUMENT_7 | High correlation |
LANDAREA_AVG is highly overall correlated with FLAG_DOCUMENT_7 and 2 other fields | High correlation |
LANDAREA_MEDI is highly overall correlated with FLAG_DOCUMENT_7 and 2 other fields | High correlation |
LANDAREA_MODE is highly overall correlated with FLAG_DOCUMENT_7 and 2 other fields | High correlation |
LIVE_CITY_NOT_WORK_CITY is highly overall correlated with REG_CITY_NOT_WORK_CITY | High correlation |
LIVE_REGION_NOT_WORK_REGION is highly overall correlated with REG_REGION_NOT_WORK_REGION | High correlation |
LIVINGAPARTMENTS_AVG is highly overall correlated with APARTMENTS_AVG and 24 other fields | High correlation |
LIVINGAPARTMENTS_MEDI is highly overall correlated with APARTMENTS_AVG and 23 other fields | High correlation |
LIVINGAPARTMENTS_MODE is highly overall correlated with APARTMENTS_AVG and 24 other fields | High correlation |
LIVINGAREA_AVG is highly overall correlated with APARTMENTS_AVG and 27 other fields | High correlation |
LIVINGAREA_MEDI is highly overall correlated with APARTMENTS_AVG and 27 other fields | High correlation |
LIVINGAREA_MODE is highly overall correlated with APARTMENTS_AVG and 24 other fields | High correlation |
NAME_INCOME_TYPE is highly overall correlated with DAYS_EMPLOYED and 2 other fields | High correlation |
NONLIVINGAPARTMENTS_AVG is highly overall correlated with FLAG_DOCUMENT_7 and 5 other fields | High correlation |
NONLIVINGAPARTMENTS_MEDI is highly overall correlated with FLAG_DOCUMENT_7 and 5 other fields | High correlation |
NONLIVINGAPARTMENTS_MODE is highly overall correlated with FLAG_DOCUMENT_7 and 5 other fields | High correlation |
NONLIVINGAREA_AVG is highly overall correlated with FLAG_DOCUMENT_7 and 5 other fields | High correlation |
NONLIVINGAREA_MEDI is highly overall correlated with FLAG_DOCUMENT_7 and 5 other fields | High correlation |
NONLIVINGAREA_MODE is highly overall correlated with FLAG_DOCUMENT_7 and 5 other fields | High correlation |
OBS_30_CNT_SOCIAL_CIRCLE is highly overall correlated with OBS_60_CNT_SOCIAL_CIRCLE | High correlation |
OBS_60_CNT_SOCIAL_CIRCLE is highly overall correlated with OBS_30_CNT_SOCIAL_CIRCLE | High correlation |
OCCUPATION_TYPE is highly overall correlated with CODE_GENDER and 3 other fields | High correlation |
OWN_CAR_AGE is highly overall correlated with FLAG_DOCUMENT_4 and 1 other fields | High correlation |
REGION_POPULATION_RELATIVE is highly overall correlated with REGION_RATING_CLIENT and 1 other fields | High correlation |
REGION_RATING_CLIENT is highly overall correlated with REGION_POPULATION_RELATIVE and 1 other fields | High correlation |
REGION_RATING_CLIENT_W_CITY is highly overall correlated with REGION_POPULATION_RELATIVE and 1 other fields | High correlation |
REG_CITY_NOT_WORK_CITY is highly overall correlated with LIVE_CITY_NOT_WORK_CITY | High correlation |
REG_REGION_NOT_WORK_REGION is highly overall correlated with LIVE_REGION_NOT_WORK_REGION | High correlation |
TOTALAREA_MODE is highly overall correlated with APARTMENTS_AVG and 26 other fields | High correlation |
WALLSMATERIAL_MODE is highly overall correlated with FLAG_DOCUMENT_7 | High correlation |
YEARS_BEGINEXPLUATATION_AVG is highly overall correlated with FLAG_DOCUMENT_7 and 8 other fields | High correlation |
YEARS_BEGINEXPLUATATION_MEDI is highly overall correlated with FLAG_DOCUMENT_7 and 8 other fields | High correlation |
YEARS_BEGINEXPLUATATION_MODE is highly overall correlated with FLAG_DOCUMENT_7 and 8 other fields | High correlation |
YEARS_BUILD_AVG is highly overall correlated with FLAG_DOCUMENT_7 and 8 other fields | High correlation |
YEARS_BUILD_MEDI is highly overall correlated with FLAG_DOCUMENT_7 and 8 other fields | High correlation |
YEARS_BUILD_MODE is highly overall correlated with FLAG_DOCUMENT_7 and 8 other fields | High correlation |
NAME_CONTRACT_TYPE is highly imbalanced (92.6%) | Imbalance |
NAME_TYPE_SUITE is highly imbalanced (69.0%) | Imbalance |
NAME_EDUCATION_TYPE is highly imbalanced (52.2%) | Imbalance |
NAME_HOUSING_TYPE is highly imbalanced (73.7%) | Imbalance |
FLAG_MOBIL is highly imbalanced (> 99.9%) | Imbalance |
FLAG_CONT_MOBILE is highly imbalanced (98.3%) | Imbalance |
REG_REGION_NOT_LIVE_REGION is highly imbalanced (86.5%) | Imbalance |
REG_REGION_NOT_WORK_REGION is highly imbalanced (69.2%) | Imbalance |
LIVE_REGION_NOT_WORK_REGION is highly imbalanced (74.8%) | Imbalance |
REG_CITY_NOT_LIVE_CITY is highly imbalanced (60.7%) | Imbalance |
HOUSETYPE_MODE is highly imbalanced (90.4%) | Imbalance |
EMERGENCYSTATE_MODE is highly imbalanced (89.7%) | Imbalance |
FLAG_DOCUMENT_4 is highly imbalanced (99.8%) | Imbalance |
FLAG_DOCUMENT_5 is highly imbalanced (88.9%) | Imbalance |
FLAG_DOCUMENT_6 is highly imbalanced (57.2%) | Imbalance |
FLAG_DOCUMENT_7 is highly imbalanced (99.9%) | Imbalance |
FLAG_DOCUMENT_8 is highly imbalanced (56.9%) | Imbalance |
FLAG_DOCUMENT_9 is highly imbalanced (95.8%) | Imbalance |
FLAG_DOCUMENT_11 is highly imbalanced (98.7%) | Imbalance |
FLAG_DOCUMENT_18 is highly imbalanced (98.3%) | Imbalance |
AMT_REQ_CREDIT_BUREAU_HOUR is highly imbalanced (98.6%) | Imbalance |
AMT_REQ_CREDIT_BUREAU_DAY is highly imbalanced (98.8%) | Imbalance |
AMT_REQ_CREDIT_BUREAU_WEEK is highly imbalanced (98.3%) | Imbalance |
NAME_TYPE_SUITE has 911 (1.9%) missing values | Missing |
OWN_CAR_AGE has 32312 (66.3%) missing values | Missing |
OCCUPATION_TYPE has 15605 (32.0%) missing values | Missing |
EXT_SOURCE_1 has 20532 (42.1%) missing values | Missing |
EXT_SOURCE_3 has 8668 (17.8%) missing values | Missing |
APARTMENTS_AVG has 23887 (49.0%) missing values | Missing |
BASEMENTAREA_AVG has 27641 (56.7%) missing values | Missing |
YEARS_BEGINEXPLUATATION_AVG has 22856 (46.9%) missing values | Missing |
YEARS_BUILD_AVG has 31818 (65.3%) missing values | Missing |
COMMONAREA_AVG has 33495 (68.7%) missing values | Missing |
ELEVATORS_AVG has 25189 (51.7%) missing values | Missing |
ENTRANCES_AVG has 23579 (48.4%) missing values | Missing |
FLOORSMAX_AVG has 23321 (47.8%) missing values | Missing |
FLOORSMIN_AVG has 32466 (66.6%) missing values | Missing |
LANDAREA_AVG has 28254 (58.0%) missing values | Missing |
LIVINGAPARTMENTS_AVG has 32780 (67.2%) missing values | Missing |
LIVINGAREA_AVG has 23552 (48.3%) missing values | Missing |
NONLIVINGAPARTMENTS_AVG has 33347 (68.4%) missing values | Missing |
NONLIVINGAREA_AVG has 26084 (53.5%) missing values | Missing |
APARTMENTS_MODE has 23887 (49.0%) missing values | Missing |
BASEMENTAREA_MODE has 27641 (56.7%) missing values | Missing |
YEARS_BEGINEXPLUATATION_MODE has 22856 (46.9%) missing values | Missing |
YEARS_BUILD_MODE has 31818 (65.3%) missing values | Missing |
COMMONAREA_MODE has 33495 (68.7%) missing values | Missing |
ELEVATORS_MODE has 25189 (51.7%) missing values | Missing |
ENTRANCES_MODE has 23579 (48.4%) missing values | Missing |
FLOORSMAX_MODE has 23321 (47.8%) missing values | Missing |
FLOORSMIN_MODE has 32466 (66.6%) missing values | Missing |
LANDAREA_MODE has 28254 (58.0%) missing values | Missing |
LIVINGAPARTMENTS_MODE has 32780 (67.2%) missing values | Missing |
LIVINGAREA_MODE has 23552 (48.3%) missing values | Missing |
NONLIVINGAPARTMENTS_MODE has 33347 (68.4%) missing values | Missing |
NONLIVINGAREA_MODE has 26084 (53.5%) missing values | Missing |
APARTMENTS_MEDI has 23887 (49.0%) missing values | Missing |
BASEMENTAREA_MEDI has 27641 (56.7%) missing values | Missing |
YEARS_BEGINEXPLUATATION_MEDI has 22856 (46.9%) missing values | Missing |
YEARS_BUILD_MEDI has 31818 (65.3%) missing values | Missing |
COMMONAREA_MEDI has 33495 (68.7%) missing values | Missing |
ELEVATORS_MEDI has 25189 (51.7%) missing values | Missing |
ENTRANCES_MEDI has 23579 (48.4%) missing values | Missing |
FLOORSMAX_MEDI has 23321 (47.8%) missing values | Missing |
FLOORSMIN_MEDI has 32466 (66.6%) missing values | Missing |
LANDAREA_MEDI has 28254 (58.0%) missing values | Missing |
LIVINGAPARTMENTS_MEDI has 32780 (67.2%) missing values | Missing |
LIVINGAREA_MEDI has 23552 (48.3%) missing values | Missing |
NONLIVINGAPARTMENTS_MEDI has 33347 (68.4%) missing values | Missing |
NONLIVINGAREA_MEDI has 26084 (53.5%) missing values | Missing |
FONDKAPREMONT_MODE has 32797 (67.3%) missing values | Missing |
HOUSETYPE_MODE has 23619 (48.5%) missing values | Missing |
TOTALAREA_MODE has 22624 (46.4%) missing values | Missing |
WALLSMATERIAL_MODE has 23893 (49.0%) missing values | Missing |
EMERGENCYSTATE_MODE has 22209 (45.6%) missing values | Missing |
AMT_REQ_CREDIT_BUREAU_HOUR has 6049 (12.4%) missing values | Missing |
AMT_REQ_CREDIT_BUREAU_DAY has 6049 (12.4%) missing values | Missing |
AMT_REQ_CREDIT_BUREAU_WEEK has 6049 (12.4%) missing values | Missing |
AMT_REQ_CREDIT_BUREAU_MON has 6049 (12.4%) missing values | Missing |
AMT_REQ_CREDIT_BUREAU_QRT has 6049 (12.4%) missing values | Missing |
AMT_REQ_CREDIT_BUREAU_YEAR has 6049 (12.4%) missing values | Missing |
OBS_30_CNT_SOCIAL_CIRCLE is highly skewed (γ1 = 57.63848859) | Skewed |
DEF_30_CNT_SOCIAL_CIRCLE is highly skewed (γ1 = 20.00311186) | Skewed |
OBS_60_CNT_SOCIAL_CIRCLE is highly skewed (γ1 = 57.35158046) | Skewed |
SK_ID_CURR has unique values | Unique |
CNT_CHILDREN has 34685 (71.2%) zeros | Zeros |
BASEMENTAREA_AVG has 2241 (4.6%) zeros | Zeros |
COMMONAREA_AVG has 1373 (2.8%) zeros | Zeros |
ELEVATORS_AVG has 13467 (27.6%) zeros | Zeros |
LANDAREA_AVG has 2656 (5.4%) zeros | Zeros |
NONLIVINGAPARTMENTS_AVG has 8815 (18.1%) zeros | Zeros |
NONLIVINGAREA_AVG has 9469 (19.4%) zeros | Zeros |
BASEMENTAREA_MODE has 2558 (5.2%) zeros | Zeros |
COMMONAREA_MODE has 1604 (3.3%) zeros | Zeros |
ELEVATORS_MODE has 14170 (29.1%) zeros | Zeros |
FLOORSMAX_MODE has 511 (1.0%) zeros | Zeros |
LANDAREA_MODE has 2971 (6.1%) zeros | Zeros |
NONLIVINGAPARTMENTS_MODE has 9638 (19.8%) zeros | Zeros |
NONLIVINGAREA_MODE has 10922 (22.4%) zeros | Zeros |
BASEMENTAREA_MEDI has 2279 (4.7%) zeros | Zeros |
COMMONAREA_MEDI has 1425 (2.9%) zeros | Zeros |
ELEVATORS_MEDI has 13738 (28.2%) zeros | Zeros |
LANDAREA_MEDI has 2708 (5.6%) zeros | Zeros |
NONLIVINGAPARTMENTS_MEDI has 9117 (18.7%) zeros | Zeros |
NONLIVINGAREA_MEDI has 9867 (20.2%) zeros | Zeros |
OBS_30_CNT_SOCIAL_CIRCLE has 26025 (53.4%) zeros | Zeros |
DEF_30_CNT_SOCIAL_CIRCLE has 43195 (88.6%) zeros | Zeros |
OBS_60_CNT_SOCIAL_CIRCLE has 26140 (53.6%) zeros | Zeros |
DEF_60_CNT_SOCIAL_CIRCLE has 44614 (91.5%) zeros | Zeros |
DAYS_LAST_PHONE_CHANGE has 5801 (11.9%) zeros | Zeros |
AMT_REQ_CREDIT_BUREAU_MON has 42341 (86.9%) zeros | Zeros |
AMT_REQ_CREDIT_BUREAU_QRT has 23559 (48.3%) zeros | Zeros |
AMT_REQ_CREDIT_BUREAU_YEAR has 10839 (22.2%) zeros | Zeros |
Reproduction
| Analysis started | 2024-09-01 10:14:29.946991 |
|---|---|
| Analysis finished | 2024-09-01 10:14:54.903543 |
| Duration | 24.96 seconds |
| Software version | ydata-profiling vv4.9.0 |
| Download configuration | config.json |
SK_ID_CURR
Real number (ℝ)
UNIQUE 
| Distinct | 48744 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 277796.68 |
| Minimum | 100001 |
|---|---|
| Maximum | 456250 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 761.6 KiB |
Quantile statistics
| Minimum | 100001 |
|---|---|
| 5-th percentile | 117044.65 |
| Q1 | 188557.75 |
| median | 277549 |
| Q3 | 367555.5 |
| 95-th percentile | 438546.85 |
| Maximum | 456250 |
| Range | 356249 |
| Interquartile range (IQR) | 178997.75 |
Descriptive statistics
| Standard deviation | 103169.55 |
|---|---|
| Coefficient of variation (CV) | 0.3713851 |
| Kurtosis | -1.206293 |
| Mean | 277796.68 |
| Median Absolute Deviation (MAD) | 89492.5 |
| Skewness | 0.0075596753 |
| Sum | 1.3540921 × 1010 |
| Variance | 1.0643955 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 208550 | 1 | < 0.1% |
| 224426 | 1 | < 0.1% |
| 399974 | 1 | < 0.1% |
| 192981 | 1 | < 0.1% |
| 288079 | 1 | < 0.1% |
| 363153 | 1 | < 0.1% |
| 115937 | 1 | < 0.1% |
| 241657 | 1 | < 0.1% |
| 409999 | 1 | < 0.1% |
| 431731 | 1 | < 0.1% |
| Other values (48734) | 48734 |
| Value | Count | Frequency (%) |
| 100001 | 1 | |
| 100005 | 1 | |
| 100013 | 1 | |
| 100028 | 1 | |
| 100038 | 1 | |
| 100042 | 1 | |
| 100057 | 1 | |
| 100065 | 1 | |
| 100066 | 1 | |
| 100067 | 1 |
| Value | Count | Frequency (%) |
| 456250 | 1 | |
| 456224 | 1 | |
| 456223 | 1 | |
| 456222 | 1 | |
| 456221 | 1 | |
| 456202 | 1 | |
| 456189 | 1 | |
| 456170 | 1 | |
| 456169 | 1 | |
| 456168 | 1 |
NAME_CONTRACT_TYPE
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.1 MiB |
| Cash loans | |
|---|---|
| Revolving loans | 439 |
Length
| Max length | 15 |
|---|---|
| Median length | 10 |
| Mean length | 10.045031 |
| Min length | 10 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Cash loans |
|---|---|
| 2nd row | Cash loans |
| 3rd row | Cash loans |
| 4th row | Cash loans |
| 5th row | Cash loans |
Common Values
| Value | Count | Frequency (%) |
| Cash loans | 48305 | |
| Revolving loans | 439 | 0.9% |
Length
Common Values (Plot)
CODE_GENDER
Categorical
HIGH CORRELATION 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| F | |
|---|---|
| M |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | M |
|---|---|
| 2nd row | F |
| 3rd row | F |
| 4th row | M |
| 5th row | M |
Common Values
| Value | Count | Frequency (%) |
| F | 32678 | |
| M | 16066 |
Length
Common Values (Plot)
FLAG_OWN_CAR
Boolean
HIGH CORRELATION 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 428.4 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 32311 | |
| True | 16433 |
FLAG_OWN_REALTY
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 428.4 KiB |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) |
| True | 33658 | |
| False | 15086 |
CNT_CHILDREN
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.397054 |
| Minimum | 0 |
|---|---|
| Maximum | 20 |
| Zeros | 34685 |
| Zeros (%) | 71.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 761.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 20 |
| Range | 20 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.70904683 |
|---|---|
| Coefficient of variation (CV) | 1.7857693 |
| Kurtosis | 17.636986 |
| Mean | 0.397054 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.3669304 |
| Sum | 19354 |
| Variance | 0.50274741 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 34685 | |
| 1 | 9504 | 19.5% |
| 2 | 3949 | 8.1% |
| 3 | 535 | 1.1% |
| 4 | 49 | 0.1% |
| 5 | 12 | < 0.1% |
| 8 | 3 | < 0.1% |
| 6 | 3 | < 0.1% |
| 11 | 2 | < 0.1% |
| 20 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 34685 | |
| 1 | 9504 | 19.5% |
| 2 | 3949 | 8.1% |
| 3 | 535 | 1.1% |
| 4 | 49 | 0.1% |
| 5 | 12 | < 0.1% |
| 6 | 3 | < 0.1% |
| 7 | 1 | < 0.1% |
| 8 | 3 | < 0.1% |
| 11 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 20 | 1 | < 0.1% |
| 11 | 2 | < 0.1% |
| 8 | 3 | < 0.1% |
| 7 | 1 | < 0.1% |
| 6 | 3 | < 0.1% |
| 5 | 12 | < 0.1% |
| 4 | 49 | 0.1% |
| 3 | 535 | 1.1% |
| 2 | 3949 | |
| 1 | 9504 |
AMT_INCOME_TOTAL
Real number (ℝ)
| Distinct | 606 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 178431.81 |
| Minimum | 26941.5 |
|---|---|
| Maximum | 4410000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 761.6 KiB |
Quantile statistics
| Minimum | 26941.5 |
|---|---|
| 5-th percentile | 69367.5 |
| Q1 | 112500 |
| median | 157500 |
| Q3 | 225000 |
| 95-th percentile | 360000 |
| Maximum | 4410000 |
| Range | 4383058.5 |
| Interquartile range (IQR) | 112500 |
Descriptive statistics
| Standard deviation | 101522.59 |
|---|---|
| Coefficient of variation (CV) | 0.56897138 |
| Kurtosis | 111.22732 |
| Mean | 178431.81 |
| Median Absolute Deviation (MAD) | 45000 |
| Skewness | 5.3011893 |
| Sum | 8.6974799 × 109 |
| Variance | 1.0306837 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 135000 | 5562 | 11.4% |
| 112500 | 4851 | 10.0% |
| 157500 | 4435 | 9.1% |
| 180000 | 4205 | 8.6% |
| 225000 | 3764 | 7.7% |
| 202500 | 3058 | 6.3% |
| 90000 | 2944 | 6.0% |
| 270000 | 1929 | 4.0% |
| 67500 | 1369 | 2.8% |
| 315000 | 1085 | 2.2% |
| Other values (596) | 15542 |
| Value | Count | Frequency (%) |
| 26941.5 | 1 | < 0.1% |
| 27000 | 4 | < 0.1% |
| 28350 | 1 | < 0.1% |
| 28575 | 1 | < 0.1% |
| 28800 | 1 | < 0.1% |
| 29250 | 3 | < 0.1% |
| 30150 | 1 | < 0.1% |
| 30600 | 1 | < 0.1% |
| 31500 | 18 | |
| 31990.5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 4410000 | 1 | < 0.1% |
| 3150000 | 1 | < 0.1% |
| 2700000 | 1 | < 0.1% |
| 2340000 | 1 | < 0.1% |
| 2250000 | 1 | < 0.1% |
| 1912500 | 1 | < 0.1% |
| 1800000 | 3 | < 0.1% |
| 1710000 | 1 | < 0.1% |
| 1575000 | 2 | < 0.1% |
| 1350000 | 10 |
AMT_CREDIT
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 2937 |
|---|---|
| Distinct (%) | 6.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 516740.44 |
| Minimum | 45000 |
|---|---|
| Maximum | 2245500 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 761.6 KiB |
Quantile statistics
| Minimum | 45000 |
|---|---|
| 5-th percentile | 118512 |
| Q1 | 260640 |
| median | 450000 |
| Q3 | 675000 |
| 95-th percentile | 1258650 |
| Maximum | 2245500 |
| Range | 2200500 |
| Interquartile range (IQR) | 414360 |
Descriptive statistics
| Standard deviation | 365397 |
|---|---|
| Coefficient of variation (CV) | 0.70711905 |
| Kurtosis | 3.3424588 |
| Mean | 516740.44 |
| Median Absolute Deviation (MAD) | 199386 |
| Skewness | 1.648831 |
| Sum | 2.5187996 × 1010 |
| Variance | 1.3351497 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 450000 | 2118 | 4.3% |
| 225000 | 1836 | 3.8% |
| 675000 | 1426 | 2.9% |
| 360000 | 839 | 1.7% |
| 900000 | 835 | 1.7% |
| 296280 | 641 | 1.3% |
| 135000 | 629 | 1.3% |
| 260640 | 608 | 1.2% |
| 539100 | 565 | 1.2% |
| 270000 | 492 | 1.0% |
| Other values (2927) | 38755 |
| Value | Count | Frequency (%) |
| 45000 | 111 | |
| 47970 | 2 | < 0.1% |
| 49500 | 16 | < 0.1% |
| 49752 | 73 | |
| 52128 | 161 | |
| 54000 | 22 | < 0.1% |
| 54504 | 1 | < 0.1% |
| 54729 | 3 | < 0.1% |
| 55692 | 11 | < 0.1% |
| 57339 | 11 | < 0.1% |
| Value | Count | Frequency (%) |
| 2245500 | 1 | < 0.1% |
| 2160000 | 1 | < 0.1% |
| 2156400 | 62 | |
| 2140227 | 1 | < 0.1% |
| 2129445 | 1 | < 0.1% |
| 2102490 | 7 | < 0.1% |
| 2085120 | 17 | < 0.1% |
| 2064753 | 1 | < 0.1% |
| 2059056 | 1 | < 0.1% |
| 2038203 | 1 | < 0.1% |
AMT_ANNUITY
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 7491 |
|---|---|
| Distinct (%) | 15.4% |
| Missing | 24 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 29426.24 |
| Minimum | 2295 |
|---|---|
| Maximum | 180576 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 761.6 KiB |
Quantile statistics
| Minimum | 2295 |
|---|---|
| 5-th percentile | 9409.5 |
| Q1 | 17973 |
| median | 26199 |
| Q3 | 37390.5 |
| 95-th percentile | 58864.5 |
| Maximum | 180576 |
| Range | 178281 |
| Interquartile range (IQR) | 19417.5 |
Descriptive statistics
| Standard deviation | 16016.368 |
|---|---|
| Coefficient of variation (CV) | 0.54428864 |
| Kurtosis | 5.0095757 |
| Mean | 29426.24 |
| Median Absolute Deviation (MAD) | 9144 |
| Skewness | 1.4743723 |
| Sum | 1.4336464 × 109 |
| Variance | 2.5652405 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 27652.5 | 269 | 0.6% |
| 30838.5 | 232 | 0.5% |
| 23107.5 | 221 | 0.5% |
| 22977 | 220 | 0.5% |
| 23539.5 | 186 | 0.4% |
| 43659 | 176 | 0.4% |
| 52452 | 174 | 0.4% |
| 35685 | 172 | 0.4% |
| 30951 | 170 | 0.3% |
| 25578 | 159 | 0.3% |
| Other values (7481) | 46741 |
| Value | Count | Frequency (%) |
| 2295 | 1 | |
| 2425.5 | 1 | |
| 2439 | 2 | |
| 2596.5 | 1 | |
| 2965.5 | 1 | |
| 2979 | 1 | |
| 2983.5 | 1 | |
| 3294 | 1 | |
| 3321 | 2 | |
| 3343.5 | 1 |
| Value | Count | Frequency (%) |
| 180576 | 2 | < 0.1% |
| 177826.5 | 3 | |
| 177696 | 1 | < 0.1% |
| 176062.5 | 2 | < 0.1% |
| 173704.5 | 7 | |
| 173574 | 2 | < 0.1% |
| 170968.5 | 1 | < 0.1% |
| 164457 | 1 | < 0.1% |
| 146610 | 1 | < 0.1% |
| 138555 | 1 | < 0.1% |
AMT_GOODS_PRICE
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 677 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 462618.84 |
| Minimum | 45000 |
|---|---|
| Maximum | 2245500 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 761.6 KiB |
Quantile statistics
| Minimum | 45000 |
|---|---|
| 5-th percentile | 103500 |
| Q1 | 225000 |
| median | 396000 |
| Q3 | 630000 |
| 95-th percentile | 1125000 |
| Maximum | 2245500 |
| Range | 2200500 |
| Interquartile range (IQR) | 405000 |
Descriptive statistics
| Standard deviation | 336710.22 |
|---|---|
| Coefficient of variation (CV) | 0.72783507 |
| Kurtosis | 3.70499 |
| Mean | 462618.84 |
| Median Absolute Deviation (MAD) | 171000 |
| Skewness | 1.7414831 |
| Sum | 2.2549893 × 1010 |
| Variance | 1.1337377 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 450000 | 4689 | 9.6% |
| 225000 | 4450 | 9.1% |
| 675000 | 3472 | 7.1% |
| 360000 | 2007 | 4.1% |
| 900000 | 1988 | 4.1% |
| 135000 | 1573 | 3.2% |
| 495000 | 1243 | 2.6% |
| 270000 | 1225 | 2.5% |
| 238500 | 1090 | 2.2% |
| 180000 | 988 | 2.0% |
| Other values (667) | 26019 |
| Value | Count | Frequency (%) |
| 45000 | 370 | |
| 49500 | 34 | 0.1% |
| 54000 | 98 | 0.2% |
| 58500 | 83 | 0.2% |
| 59377.5 | 1 | < 0.1% |
| 63000 | 40 | 0.1% |
| 63180 | 1 | < 0.1% |
| 67045.5 | 1 | < 0.1% |
| 67500 | 368 | |
| 68179.5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2245500 | 1 | < 0.1% |
| 2160000 | 1 | < 0.1% |
| 1800000 | 730 | |
| 1795500 | 4 | < 0.1% |
| 1791000 | 1 | < 0.1% |
| 1786500 | 6 | < 0.1% |
| 1782000 | 8 | < 0.1% |
| 1777500 | 7 | < 0.1% |
| 1773000 | 6 | < 0.1% |
| 1770430.5 | 1 | < 0.1% |
NAME_TYPE_SUITE
Categorical
IMBALANCE  MISSING 
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 911 |
| Missing (%) | 1.9% |
| Memory size | 3.2 MiB |
| Unaccompanied | |
|---|---|
| Family | |
| Spouse, partner | 1448 |
| Children | 408 |
| Other_B | 211 |
| Other values (2) | 158 |
Length
| Max length | 15 |
|---|---|
| Median length | 13 |
| Mean length | 12.119165 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Unaccompanied |
|---|---|
| 2nd row | Unaccompanied |
| 3rd row | Unaccompanied |
| 4th row | Unaccompanied |
| 5th row | Unaccompanied |
Common Values
| Value | Count | Frequency (%) |
| Unaccompanied | 39727 | |
| Family | 5881 | 12.1% |
| Spouse, partner | 1448 | 3.0% |
| Children | 408 | 0.8% |
| Other_B | 211 | 0.4% |
| Other_A | 109 | 0.2% |
| Group of people | 49 | 0.1% |
| (Missing) | 911 | 1.9% |
Length
Common Values (Plot)
NAME_INCOME_TYPE
Categorical
HIGH CORRELATION 
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 MiB |
| Working | |
|---|---|
| Commercial associate | |
| Pensioner | |
| State servant | |
| Student | 2 |
| Other values (2) | 2 |
Length
| Max length | 20 |
|---|---|
| Median length | 7 |
| Mean length | 10.85629 |
| Min length | 7 |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Working |
|---|---|
| 2nd row | Pensioner |
| 3rd row | Commercial associate |
| 4th row | Working |
| 5th row | Working |
Common Values
| Value | Count | Frequency (%) |
| Working | 24533 | |
| Commercial associate | 11402 | |
| Pensioner | 9273 | 19.0% |
| State servant | 3532 | 7.2% |
| Student | 2 | < 0.1% |
| Unemployed | 1 | < 0.1% |
| Businessman | 1 | < 0.1% |
Length
Common Values (Plot)
NAME_EDUCATION_TYPE
Categorical
IMBALANCE 
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.8 MiB |
| Secondary / secondary special | |
|---|---|
| Higher education | |
| Incomplete higher | 1724 |
| Lower secondary | 475 |
| Academic degree | 41 |
Length
| Max length | 29 |
|---|---|
| Median length | 29 |
| Mean length | 25.089365 |
| Min length | 15 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Higher education |
|---|---|
| 2nd row | Higher education |
| 3rd row | Secondary / secondary special |
| 4th row | Secondary / secondary special |
| 5th row | Secondary / secondary special |
Common Values
| Value | Count | Frequency (%) |
| Secondary / secondary special | 33988 | |
| Higher education | 12516 | 25.7% |
| Incomplete higher | 1724 | 3.5% |
| Lower secondary | 475 | 1.0% |
| Academic degree | 41 | 0.1% |
Length
Common Values (Plot)
NAME_FAMILY_STATUS
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.1 MiB |
| Married | |
|---|---|
| Single / not married | |
| Civil marriage | |
| Separated | 2955 |
| Widow | 2209 |
Length
| Max length | 20 |
|---|---|
| Median length | 7 |
| Mean length | 9.5190177 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Married |
|---|---|
| 2nd row | Single / not married |
| 3rd row | Married |
| 4th row | Married |
| 5th row | Married |
Common Values
| Value | Count | Frequency (%) |
| Married | 32283 | |
| Single / not married | 7036 | 14.4% |
| Civil marriage | 4261 | 8.7% |
| Separated | 2955 | 6.1% |
| Widow | 2209 | 4.5% |
Length
Common Values (Plot)
NAME_HOUSING_TYPE
Categorical
IMBALANCE 
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.4 MiB |
| House / apartment | |
|---|---|
| With parents | 2234 |
| Municipal apartment | 1617 |
| Rented apartment | 718 |
| Office apartment | 407 |
Length
| Max length | 19 |
|---|---|
| Median length | 17 |
| Mean length | 16.809064 |
| Min length | 12 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | House / apartment |
|---|---|
| 2nd row | House / apartment |
| 3rd row | House / apartment |
| 4th row | House / apartment |
| 5th row | House / apartment |
Common Values
| Value | Count | Frequency (%) |
| House / apartment | 43645 | |
| With parents | 2234 | 4.6% |
| Municipal apartment | 1617 | 3.3% |
| Rented apartment | 718 | 1.5% |
| Office apartment | 407 | 0.8% |
| Co-op apartment | 123 | 0.3% |
Length
Common Values (Plot)
REGION_POPULATION_RELATIVE
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 81 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.021225641 |
| Minimum | 0.000253 |
|---|---|
| Maximum | 0.072508 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 761.6 KiB |
Quantile statistics
| Minimum | 0.000253 |
|---|---|
| 5-th percentile | 0.00496 |
| Q1 | 0.010006 |
| median | 0.01885 |
| Q3 | 0.028663 |
| 95-th percentile | 0.04622 |
| Maximum | 0.072508 |
| Range | 0.072255 |
| Interquartile range (IQR) | 0.018657 |
Descriptive statistics
| Standard deviation | 0.014428194 |
|---|---|
| Coefficient of variation (CV) | 0.67975306 |
| Kurtosis | 2.9862242 |
| Mean | 0.021225641 |
| Median Absolute Deviation (MAD) | 0.009193 |
| Skewness | 1.4934404 |
| Sum | 1034.6226 |
| Variance | 0.0002081728 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.035792 | 2582 | 5.3% |
| 0.04622 | 2497 | 5.1% |
| 0.030755 | 1991 | 4.1% |
| 0.026392 | 1805 | 3.7% |
| 0.028663 | 1740 | 3.6% |
| 0.025164 | 1599 | 3.3% |
| 0.031329 | 1595 | 3.3% |
| 0.072508 | 1565 | 3.2% |
| 0.019101 | 1466 | 3.0% |
| 0.020713 | 1327 | 2.7% |
| Other values (71) | 30577 |
| Value | Count | Frequency (%) |
| 0.000253 | 1 | < 0.1% |
| 0.000533 | 1 | < 0.1% |
| 0.000938 | 5 | < 0.1% |
| 0.001276 | 69 | 0.1% |
| 0.001333 | 28 | 0.1% |
| 0.001417 | 79 | 0.2% |
| 0.002042 | 256 | |
| 0.002134 | 173 | |
| 0.002506 | 119 | 0.2% |
| 0.003069 | 336 |
| Value | Count | Frequency (%) |
| 0.072508 | 1565 | |
| 0.04622 | 2497 | |
| 0.035792 | 2582 | |
| 0.032561 | 1088 | |
| 0.031329 | 1595 | |
| 0.030755 | 1991 | |
| 0.028663 | 1740 | |
| 0.026392 | 1805 | |
| 0.025164 | 1599 | |
| 0.02461 | 860 | 1.8% |
DAYS_BIRTH
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 15477 |
|---|---|
| Distinct (%) | 31.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -16068.085 |
| Minimum | -25195 |
|---|---|
| Maximum | -7338 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 48744 |
| Negative (%) | 100.0% |
| Memory size | 761.6 KiB |
Quantile statistics
| Minimum | -25195 |
|---|---|
| 5-th percentile | -23201.7 |
| Q1 | -19637 |
| median | -15785 |
| Q3 | -12496 |
| 95-th percentile | -9485 |
| Maximum | -7338 |
| Range | 17857 |
| Interquartile range (IQR) | 7141 |
Descriptive statistics
| Standard deviation | 4325.9004 |
|---|---|
| Coefficient of variation (CV) | -0.26922315 |
| Kurtosis | -1.0344566 |
| Mean | -16068.085 |
| Median Absolute Deviation (MAD) | 3547 |
| Skewness | -0.11783441 |
| Sum | -7.8322272 × 108 |
| Variance | 18713414 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -11590 | 13 | < 0.1% |
| -11603 | 12 | < 0.1% |
| -11667 | 12 | < 0.1% |
| -12038 | 12 | < 0.1% |
| -11997 | 12 | < 0.1% |
| -15812 | 12 | < 0.1% |
| -15609 | 11 | < 0.1% |
| -15367 | 11 | < 0.1% |
| -16219 | 11 | < 0.1% |
| -17334 | 11 | < 0.1% |
| Other values (15467) | 48627 |
| Value | Count | Frequency (%) |
| -25195 | 1 | |
| -25175 | 1 | |
| -25154 | 1 | |
| -25126 | 1 | |
| -25121 | 1 | |
| -25087 | 1 | |
| -25080 | 1 | |
| -25048 | 1 | |
| -25023 | 1 | |
| -25021 | 1 |
| Value | Count | Frequency (%) |
| -7338 | 1 | |
| -7372 | 1 | |
| -7650 | 1 | |
| -7676 | 1 | |
| -7684 | 1 | |
| -7696 | 1 | |
| -7725 | 1 | |
| -7731 | 1 | |
| -7742 | 1 | |
| -7756 | 1 |
DAYS_EMPLOYED
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 7863 |
|---|---|
| Distinct (%) | 16.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 67485.366 |
| Minimum | -17463 |
|---|---|
| Maximum | 365243 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 39470 |
| Negative (%) | 81.0% |
| Memory size | 761.6 KiB |
Quantile statistics
| Minimum | -17463 |
|---|---|
| 5-th percentile | -6728 |
| Q1 | -2910 |
| median | -1293 |
| Q3 | -296 |
| 95-th percentile | 365243 |
| Maximum | 365243 |
| Range | 382706 |
| Interquartile range (IQR) | 2614 |
Descriptive statistics
| Standard deviation | 144348.51 |
|---|---|
| Coefficient of variation (CV) | 2.1389601 |
| Kurtosis | 0.48998014 |
| Mean | 67485.366 |
| Median Absolute Deviation (MAD) | 1181 |
| Skewness | 1.577525 |
| Sum | 3.2895067 × 109 |
| Variance | 2.0836492 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 365243 | 9274 | 19.0% |
| -1119 | 32 | 0.1% |
| -389 | 31 | 0.1% |
| -1240 | 30 | 0.1% |
| -148 | 28 | 0.1% |
| -277 | 27 | 0.1% |
| -655 | 27 | 0.1% |
| -1032 | 26 | 0.1% |
| -192 | 26 | 0.1% |
| -626 | 26 | 0.1% |
| Other values (7853) | 39217 |
| Value | Count | Frequency (%) |
| -17463 | 1 | |
| -17124 | 1 | |
| -17077 | 1 | |
| -16774 | 1 | |
| -16547 | 1 | |
| -16432 | 1 | |
| -16425 | 1 | |
| -16354 | 1 | |
| -16307 | 1 | |
| -16295 | 1 |
| Value | Count | Frequency (%) |
| 365243 | 9274 | |
| -1 | 1 | < 0.1% |
| -5 | 1 | < 0.1% |
| -14 | 1 | < 0.1% |
| -16 | 1 | < 0.1% |
| -18 | 1 | < 0.1% |
| -19 | 1 | < 0.1% |
| -24 | 1 | < 0.1% |
| -25 | 1 | < 0.1% |
| -26 | 2 | < 0.1% |
DAYS_REGISTRATION
Real number (ℝ)
| Distinct | 12618 |
|---|---|
| Distinct (%) | 25.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -4967.6527 |
| Minimum | -23722 |
|---|---|
| Maximum | 0 |
| Zeros | 13 |
| Zeros (%) | < 0.1% |
| Negative | 48731 |
| Negative (%) | > 99.9% |
| Memory size | 761.6 KiB |
Quantile statistics
| Minimum | -23722 |
|---|---|
| 5-th percentile | -11439.7 |
| Q1 | -7459.25 |
| median | -4490 |
| Q3 | -1901 |
| 95-th percentile | -345 |
| Maximum | 0 |
| Range | 23722 |
| Interquartile range (IQR) | 5558.25 |
Descriptive statistics
| Standard deviation | 3552.612 |
|---|---|
| Coefficient of variation (CV) | -0.71514903 |
| Kurtosis | -0.30050777 |
| Mean | -4967.6527 |
| Median Absolute Deviation (MAD) | 2759 |
| Skewness | -0.61326575 |
| Sum | -2.4214326 × 108 |
| Variance | 12621052 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -818 | 20 | < 0.1% |
| -427 | 19 | < 0.1% |
| -991 | 18 | < 0.1% |
| -3758 | 16 | < 0.1% |
| -650 | 15 | < 0.1% |
| -832 | 15 | < 0.1% |
| -1435 | 15 | < 0.1% |
| -819 | 15 | < 0.1% |
| -223 | 15 | < 0.1% |
| -602 | 15 | < 0.1% |
| Other values (12608) | 48581 |
| Value | Count | Frequency (%) |
| -23722 | 1 | |
| -22842 | 1 | |
| -21099 | 1 | |
| -19842 | 1 | |
| -19263 | 1 | |
| -19102 | 1 | |
| -18858 | 1 | |
| -18747 | 1 | |
| -18612 | 1 | |
| -18590 | 1 |
| Value | Count | Frequency (%) |
| 0 | 13 | |
| -1 | 10 | |
| -2 | 7 | |
| -3 | 10 | |
| -4 | 7 | |
| -5 | 9 | |
| -6 | 11 | |
| -7 | 13 | |
| -8 | 8 | |
| -9 | 7 |
DAYS_ID_PUBLISH
Real number (ℝ)
| Distinct | 5880 |
|---|---|
| Distinct (%) | 12.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -3051.7129 |
| Minimum | -6348 |
|---|---|
| Maximum | 0 |
| Zeros | 5 |
| Zeros (%) | < 0.1% |
| Negative | 48739 |
| Negative (%) | > 99.9% |
| Memory size | 761.6 KiB |
Quantile statistics
| Minimum | -6348 |
|---|---|
| 5-th percentile | -5124 |
| Q1 | -4448 |
| median | -3234 |
| Q3 | -1706 |
| 95-th percentile | -381 |
| Maximum | 0 |
| Range | 6348 |
| Interquartile range (IQR) | 2742 |
Descriptive statistics
| Standard deviation | 1569.2767 |
|---|---|
| Coefficient of variation (CV) | -0.51422815 |
| Kurtosis | -1.1643891 |
| Mean | -3051.7129 |
| Median Absolute Deviation (MAD) | 1309 |
| Skewness | 0.28365762 |
| Sum | -1.487527 × 108 |
| Variance | 2462629.4 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -4557 | 40 | 0.1% |
| -4255 | 39 | 0.1% |
| -4291 | 35 | 0.1% |
| -4277 | 32 | 0.1% |
| -4592 | 32 | 0.1% |
| -4263 | 30 | 0.1% |
| -4270 | 30 | 0.1% |
| -4543 | 30 | 0.1% |
| -4319 | 29 | 0.1% |
| -4501 | 29 | 0.1% |
| Other values (5870) | 48418 |
| Value | Count | Frequency (%) |
| -6348 | 1 | |
| -6346 | 1 | |
| -6331 | 1 | |
| -6328 | 1 | |
| -6317 | 1 | |
| -6315 | 1 | |
| -6299 | 1 | |
| -6296 | 1 | |
| -6295 | 1 | |
| -6293 | 1 |
| Value | Count | Frequency (%) |
| 0 | 5 | < 0.1% |
| -1 | 4 | < 0.1% |
| -2 | 7 | |
| -3 | 7 | |
| -4 | 8 | |
| -5 | 13 | |
| -6 | 10 | |
| -7 | 12 | |
| -8 | 17 | |
| -9 | 6 | < 0.1% |
OWN_CAR_AGE
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 52 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 32312 |
| Missing (%) | 66.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.786027 |
| Minimum | 0 |
|---|---|
| Maximum | 74 |
| Zeros | 118 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 761.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 4 |
| median | 9 |
| Q3 | 15 |
| 95-th percentile | 28 |
| Maximum | 74 |
| Range | 74 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 11.462889 |
|---|---|
| Coefficient of variation (CV) | 0.97258294 |
| Kurtosis | 10.596629 |
| Mean | 11.786027 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 2.9059129 |
| Sum | 193668 |
| Variance | 131.39783 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 1352 | 2.8% |
| 7 | 1201 | 2.5% |
| 8 | 1097 | 2.3% |
| 3 | 1027 | 2.1% |
| 2 | 980 | 2.0% |
| 9 | 849 | 1.7% |
| 5 | 829 | 1.7% |
| 10 | 764 | 1.6% |
| 11 | 710 | 1.5% |
| 14 | 706 | 1.4% |
| Other values (42) | 6917 | 14.2% |
| (Missing) | 32312 |
| Value | Count | Frequency (%) |
| 0 | 118 | 0.2% |
| 1 | 650 | |
| 2 | 980 | |
| 3 | 1027 | |
| 4 | 1352 | |
| 5 | 829 | |
| 6 | 498 | 1.0% |
| 7 | 1201 | |
| 8 | 1097 | |
| 9 | 849 |
| Value | Count | Frequency (%) |
| 74 | 1 | < 0.1% |
| 65 | 459 | |
| 56 | 1 | < 0.1% |
| 55 | 1 | < 0.1% |
| 52 | 1 | < 0.1% |
| 50 | 1 | < 0.1% |
| 49 | 1 | < 0.1% |
| 44 | 3 | < 0.1% |
| 43 | 1 | < 0.1% |
| 42 | 10 | < 0.1% |
FLAG_MOBIL
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| 1 | |
|---|---|
| 0 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 48743 | |
| 0 | 1 | < 0.1% |
Length
Common Values (Plot)
FLAG_EMP_PHONE
Categorical
HIGH CORRELATION 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 39469 | |
| 0 | 9275 | 19.0% |
Length
Common Values (Plot)
FLAG_WORK_PHONE
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 38766 | |
| 1 | 9978 | 20.5% |
Length
Common Values (Plot)
FLAG_CONT_MOBILE
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| 1 | |
|---|---|
| 0 | 78 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 48666 | |
| 0 | 78 | 0.2% |
Length
Common Values (Plot)
FLAG_PHONE
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 35918 | |
| 1 | 12826 | 26.3% |
Length
Common Values (Plot)
FLAG_EMAIL
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 40816 | |
| 1 | 7928 | 16.3% |
Length
Common Values (Plot)
OCCUPATION_TYPE
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 18 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 15605 |
| Missing (%) | 32.0% |
| Memory size | 3.1 MiB |
| Laborers | |
|---|---|
| Sales staff | |
| Core staff | |
| Managers | |
| Drivers | |
| Other values (13) |
Length
| Max length | 21 |
|---|---|
| Median length | 20 |
| Mean length | 10.536075 |
| Min length | 7 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Managers |
|---|---|
| 2nd row | Private service staff |
| 3rd row | Laborers |
| 4th row | Core staff |
| 5th row | Medicine staff |
Common Values
| Value | Count | Frequency (%) |
| Laborers | 8655 | |
| Sales staff | 5072 | 10.4% |
| Core staff | 4361 | 8.9% |
| Managers | 3574 | 7.3% |
| Drivers | 2773 | 5.7% |
| High skill tech staff | 1854 | 3.8% |
| Accountants | 1628 | 3.3% |
| Medicine staff | 1316 | 2.7% |
| Security staff | 915 | 1.9% |
| Cooking staff | 894 | 1.8% |
| Other values (8) | 2097 | 4.3% |
| (Missing) | 15605 |
Length
CNT_FAM_MEMBERS
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.1467668 |
| Minimum | 1 |
|---|---|
| Maximum | 21 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 761.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 4 |
| Maximum | 21 |
| Range | 20 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.89042289 |
|---|---|
| Coefficient of variation (CV) | 0.41477393 |
| Kurtosis | 6.3259146 |
| Mean | 2.1467668 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.1676884 |
| Sum | 104642 |
| Variance | 0.79285293 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 26054 | |
| 1 | 10251 | 21.0% |
| 3 | 8173 | 16.8% |
| 4 | 3690 | 7.6% |
| 5 | 512 | 1.1% |
| 6 | 43 | 0.1% |
| 7 | 12 | < 0.1% |
| 10 | 3 | < 0.1% |
| 13 | 2 | < 0.1% |
| 8 | 2 | < 0.1% |
| Other values (2) | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 10251 | 21.0% |
| 2 | 26054 | |
| 3 | 8173 | 16.8% |
| 4 | 3690 | 7.6% |
| 5 | 512 | 1.1% |
| 6 | 43 | 0.1% |
| 7 | 12 | < 0.1% |
| 8 | 2 | < 0.1% |
| 9 | 1 | < 0.1% |
| 10 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 21 | 1 | < 0.1% |
| 13 | 2 | < 0.1% |
| 10 | 3 | < 0.1% |
| 9 | 1 | < 0.1% |
| 8 | 2 | < 0.1% |
| 7 | 12 | < 0.1% |
| 6 | 43 | 0.1% |
| 5 | 512 | 1.1% |
| 4 | 3690 | |
| 3 | 8173 |
REGION_RATING_CLIENT
Categorical
HIGH CORRELATION 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| 2 | |
|---|---|
| 3 | |
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 2 |
| 3rd row | 2 |
| 4th row | 3 |
| 5th row | 3 |
Common Values
| Value | Count | Frequency (%) |
| 2 | 35356 | |
| 3 | 7624 | 15.6% |
| 1 | 5764 | 11.8% |
Length
Common Values (Plot)
REGION_RATING_CLIENT_W_CITY
Categorical
HIGH CORRELATION 
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| 2 | |
|---|---|
| 3 | |
| 1 | |
| -1 | 1 |
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.0000205 |
| Min length | 1 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 2 |
| 3rd row | 2 |
| 4th row | 3 |
| 5th row | 3 |
Common Values
| Value | Count | Frequency (%) |
| 2 | 35776 | |
| 3 | 6792 | 13.9% |
| 1 | 6175 | 12.7% |
| -1 | 1 | < 0.1% |
Length
Common Values (Plot)
WEEKDAY_APPR_PROCESS_START
Categorical
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 MiB |
| TUESDAY | |
|---|---|
| WEDNESDAY | |
| THURSDAY | |
| MONDAY | |
| FRIDAY | |
| Other values (2) |
Length
| Max length | 9 |
|---|---|
| Median length | 8 |
| Mean length | 7.2548006 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | MONDAY |
|---|---|
| 2nd row | FRIDAY |
| 3rd row | MONDAY |
| 4th row | FRIDAY |
| 5th row | MONDAY |
Common Values
| Value | Count | Frequency (%) |
| TUESDAY | 9751 | |
| WEDNESDAY | 8457 | |
| THURSDAY | 8418 | |
| MONDAY | 8406 | |
| FRIDAY | 7250 | |
| SATURDAY | 4603 | |
| SUNDAY | 1859 | 3.8% |
Length
Common Values (Plot)
HOUR_APPR_PROCESS_START
Real number (ℝ)
| Distinct | 24 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.007365 |
| Minimum | 0 |
|---|---|
| Maximum | 23 |
| Zeros | 8 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 761.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 10 |
| median | 12 |
| Q3 | 14 |
| 95-th percentile | 17 |
| Maximum | 23 |
| Range | 23 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.278172 |
|---|---|
| Coefficient of variation (CV) | 0.27301344 |
| Kurtosis | -0.1698286 |
| Mean | 12.007365 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.013816118 |
| Sum | 585287 |
| Variance | 10.746412 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10 | 6474 | |
| 11 | 5934 | |
| 12 | 5418 | |
| 13 | 4715 | |
| 9 | 4341 | |
| 14 | 4197 | |
| 15 | 3761 | |
| 16 | 3106 | |
| 8 | 2574 | 5.3% |
| 17 | 2356 | 4.8% |
| Other values (14) | 5868 |
| Value | Count | Frequency (%) |
| 0 | 8 | < 0.1% |
| 1 | 19 | < 0.1% |
| 2 | 39 | 0.1% |
| 3 | 240 | 0.5% |
| 4 | 302 | 0.6% |
| 5 | 554 | 1.1% |
| 6 | 1013 | 2.1% |
| 7 | 1306 | 2.7% |
| 8 | 2574 | |
| 9 | 4341 |
| Value | Count | Frequency (%) |
| 23 | 7 | < 0.1% |
| 22 | 25 | 0.1% |
| 21 | 69 | 0.1% |
| 20 | 214 | 0.4% |
| 19 | 629 | 1.3% |
| 18 | 1443 | 3.0% |
| 17 | 2356 | |
| 16 | 3106 | |
| 15 | 3761 | |
| 14 | 4197 |
REG_REGION_NOT_LIVE_REGION
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| 0 | |
|---|---|
| 1 | 918 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 47826 | |
| 1 | 918 | 1.9% |
Length
Common Values (Plot)
REG_REGION_NOT_WORK_REGION
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| 0 | |
|---|---|
| 1 | 2689 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 46055 | |
| 1 | 2689 | 5.5% |
Length
Common Values (Plot)
LIVE_REGION_NOT_WORK_REGION
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| 0 | |
|---|---|
| 1 | 2049 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 46695 | |
| 1 | 2049 | 4.2% |
Length
Common Values (Plot)
REG_CITY_NOT_LIVE_CITY
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| 0 | |
|---|---|
| 1 | 3776 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 44968 | |
| 1 | 3776 | 7.7% |
Length
Common Values (Plot)
REG_CITY_NOT_WORK_CITY
Categorical
HIGH CORRELATION 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 37793 | |
| 1 | 10951 | 22.5% |
Length
Common Values (Plot)
LIVE_CITY_NOT_WORK_CITY
Categorical
HIGH CORRELATION 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 40252 | |
| 1 | 8492 | 17.4% |
Length
Common Values (Plot)
| Distinct | 58 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 MiB |
Length
| Max length | 22 |
|---|---|
| Median length | 17 |
| Mean length | 12.425098 |
| Min length | 3 |
Characters and Unicode
| Total characters | 605649 |
|---|---|
| Distinct characters | 52 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Business Entity Type 3 |
|---|---|
| 2nd row | XNA |
| 3rd row | Business Entity Type 3 |
| 4th row | Other |
| 5th row | Government |
| Value | Count | Frequency (%) |
| type | 19356 | |
| business | 13206 | |
| entity | 13206 | |
| 3 | 12081 | |
| xna | 9274 | |
| self-employed | 5920 | 5.9% |
| other | 2707 | 2.7% |
| trade | 2332 | 2.3% |
| industry | 2277 | 2.3% |
| 2 | 2246 | 2.2% |
| Other values (40) | 18451 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 68086 | 11.2% |
| 52312 | 8.6% | |
| t | 47420 | 7.8% |
| s | 46897 | 7.7% |
| y | 42570 | 7.0% |
| n | 41191 | 6.8% |
| i | 37348 | 6.2% |
| p | 26817 | 4.4% |
| u | 18840 | 3.1% |
| r | 18680 | 3.1% |
| Other values (42) | 205488 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 605649 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 68086 | 11.2% |
| 52312 | 8.6% | |
| t | 47420 | 7.8% |
| s | 46897 | 7.7% |
| y | 42570 | 7.0% |
| n | 41191 | 6.8% |
| i | 37348 | 6.2% |
| p | 26817 | 4.4% |
| u | 18840 | 3.1% |
| r | 18680 | 3.1% |
| Other values (42) | 205488 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 605649 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 68086 | 11.2% |
| 52312 | 8.6% | |
| t | 47420 | 7.8% |
| s | 46897 | 7.7% |
| y | 42570 | 7.0% |
| n | 41191 | 6.8% |
| i | 37348 | 6.2% |
| p | 26817 | 4.4% |
| u | 18840 | 3.1% |
| r | 18680 | 3.1% |
| Other values (42) | 205488 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 605649 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 68086 | 11.2% |
| 52312 | 8.6% | |
| t | 47420 | 7.8% |
| s | 46897 | 7.7% |
| y | 42570 | 7.0% |
| n | 41191 | 6.8% |
| i | 37348 | 6.2% |
| p | 26817 | 4.4% |
| u | 18840 | 3.1% |
| r | 18680 | 3.1% |
| Other values (42) | 205488 |
EXT_SOURCE_1
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 27207 |
|---|---|
| Distinct (%) | 96.4% |
| Missing | 20532 |
| Missing (%) | 42.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.50117981 |
| Minimum | 0.01345791 |
|---|---|
| Maximum | 0.93914453 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 761.6 KiB |
Quantile statistics
| Minimum | 0.01345791 |
|---|---|
| 5-th percentile | 0.15714244 |
| Q1 | 0.34369504 |
| median | 0.50677126 |
| Q3 | 0.66595594 |
| 95-th percentile | 0.82125506 |
| Maximum | 0.93914453 |
| Range | 0.92568662 |
| Interquartile range (IQR) | 0.3222609 |
Descriptive statistics
| Standard deviation | 0.20514231 |
|---|---|
| Coefficient of variation (CV) | 0.40931879 |
| Kurtosis | -0.87480528 |
| Mean | 0.50117981 |
| Median Absolute Deviation (MAD) | 0.16091109 |
| Skewness | -0.12178839 |
| Sum | 14139.285 |
| Variance | 0.042083369 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.3776684052 | 4 | < 0.1% |
| 0.415281227 | 4 | < 0.1% |
| 0.6179579067 | 3 | < 0.1% |
| 0.7066083434 | 3 | < 0.1% |
| 0.404893237 | 3 | < 0.1% |
| 0.3004303654 | 3 | < 0.1% |
| 0.3392222794 | 3 | < 0.1% |
| 0.4872457519 | 3 | < 0.1% |
| 0.4374936493 | 3 | < 0.1% |
| 0.4899160944 | 3 | < 0.1% |
| Other values (27197) | 28180 | |
| (Missing) | 20532 |
| Value | Count | Frequency (%) |
| 0.0134579105 | 1 | |
| 0.01500293922 | 1 | |
| 0.01572504956 | 1 | |
| 0.01583281177 | 1 | |
| 0.01601914037 | 1 | |
| 0.01731556875 | 1 | |
| 0.01751705876 | 1 | |
| 0.01757511452 | 1 | |
| 0.01773686045 | 1 | |
| 0.01931841085 | 1 |
| Value | Count | Frequency (%) |
| 0.9391445327 | 1 | |
| 0.9341448662 | 1 | |
| 0.9320799838 | 1 | |
| 0.931470858 | 1 | |
| 0.9291331606 | 1 | |
| 0.9288637886 | 1 | |
| 0.926936601 | 1 | |
| 0.9248527537 | 1 | |
| 0.9241679792 | 1 | |
| 0.9239850284 | 1 |
EXT_SOURCE_2
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 38885 |
|---|---|
| Distinct (%) | 79.8% |
| Missing | 8 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.51802108 |
| Minimum | 8.0978559 × 10-6 |
|---|---|
| Maximum | 0.85499967 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 761.6 KiB |
Quantile statistics
| Minimum | 8.0978559 × 10-6 |
|---|---|
| 5-th percentile | 0.15450809 |
| Q1 | 0.40806617 |
| median | 0.55875794 |
| Q3 | 0.65849701 |
| 95-th percentile | 0.74776508 |
| Maximum | 0.85499967 |
| Range | 0.85499157 |
| Interquartile range (IQR) | 0.25043084 |
Descriptive statistics
| Standard deviation | 0.18127812 |
|---|---|
| Coefficient of variation (CV) | 0.34994352 |
| Kurtosis | -0.11319685 |
| Mean | 0.51802108 |
| Median Absolute Deviation (MAD) | 0.11605924 |
| Skewness | -0.781058 |
| Sum | 25246.275 |
| Variance | 0.032861756 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.2858978721 | 100 | 0.2% |
| 0.2518770397 | 68 | 0.1% |
| 0.5716197626 | 55 | 0.1% |
| 0.5637630974 | 51 | 0.1% |
| 0.2508400645 | 50 | 0.1% |
| 0.1512429506 | 48 | 0.1% |
| 0.4724002765 | 35 | 0.1% |
| 0.3424659494 | 35 | 0.1% |
| 0.1504111262 | 33 | 0.1% |
| 0.482132746 | 30 | 0.1% |
| Other values (38875) | 48231 |
| Value | Count | Frequency (%) |
| 8.097855876 × 10-6 | 1 | |
| 1.788693782 × 10-5 | 1 | |
| 2.546852218 × 10-5 | 1 | |
| 4.299709119 × 10-5 | 1 | |
| 0.0001049387891 | 1 | |
| 0.0001113521338 | 1 | |
| 0.0001139581017 | 1 | |
| 0.000184590011 | 1 | |
| 0.0002051401374 | 1 | |
| 0.0002126661555 | 1 |
| Value | Count | Frequency (%) |
| 0.8549996664 | 5 | |
| 0.8251289217 | 1 | < 0.1% |
| 0.8179351007 | 1 | < 0.1% |
| 0.8168285576 | 1 | < 0.1% |
| 0.8136666962 | 1 | < 0.1% |
| 0.8128863176 | 1 | < 0.1% |
| 0.8127898414 | 1 | < 0.1% |
| 0.8125601406 | 1 | < 0.1% |
| 0.8109193413 | 1 | < 0.1% |
| 0.8109126354 | 1 | < 0.1% |
EXT_SOURCE_3
Real number (ℝ)
MISSING 
| Distinct | 702 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 8668 |
| Missing (%) | 17.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.50010563 |
| Minimum | 0.00052726524 |
|---|---|
| Maximum | 0.88253031 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 761.6 KiB |
Quantile statistics
| Minimum | 0.00052726524 |
|---|---|
| 5-th percentile | 0.15951954 |
| Q1 | 0.36394524 |
| median | 0.51909734 |
| Q3 | 0.65289655 |
| 95-th percentile | 0.77515527 |
| Maximum | 0.88253031 |
| Range | 0.88200305 |
| Interquartile range (IQR) | 0.28895131 |
Descriptive statistics
| Standard deviation | 0.18949799 |
|---|---|
| Coefficient of variation (CV) | 0.37891594 |
| Kurtosis | -0.73301891 |
| Mean | 0.50010563 |
| Median Absolute Deviation (MAD) | 0.14338633 |
| Skewness | -0.33620779 |
| Sum | 20042.233 |
| Variance | 0.03590949 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.7062051097 | 219 | 0.4% |
| 0.7463002131 | 200 | 0.4% |
| 0.6706517531 | 197 | 0.4% |
| 0.5954562029 | 197 | 0.4% |
| 0.7136313997 | 195 | 0.4% |
| 0.5814837058 | 194 | 0.4% |
| 0.6263042767 | 193 | 0.4% |
| 0.5549467685 | 187 | 0.4% |
| 0.6832688314 | 185 | 0.4% |
| 0.5585066277 | 183 | 0.4% |
| Other values (692) | 38126 | |
| (Missing) | 8668 | 17.8% |
| Value | Count | Frequency (%) |
| 0.0005272652387 | 64 | |
| 0.02149151574 | 1 | < 0.1% |
| 0.02242068001 | 1 | < 0.1% |
| 0.02405719642 | 1 | < 0.1% |
| 0.02474394007 | 1 | < 0.1% |
| 0.02654542968 | 1 | < 0.1% |
| 0.02673244634 | 2 | < 0.1% |
| 0.02749340706 | 2 | < 0.1% |
| 0.02827539983 | 1 | < 0.1% |
| 0.02847424788 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.8825303128 | 2 | |
| 0.881026575 | 2 | |
| 0.8802684804 | 3 | |
| 0.878739767 | 1 | < 0.1% |
| 0.8771942582 | 3 | |
| 0.8724558162 | 1 | < 0.1% |
| 0.8692108009 | 1 | < 0.1% |
| 0.8658959153 | 2 | |
| 0.8633633824 | 3 | |
| 0.8625103026 | 1 | < 0.1% |
APARTMENTS_AVG
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 1543 |
|---|---|
| Distinct (%) | 6.2% |
| Missing | 23887 |
| Missing (%) | 49.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.12238774 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 121 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 761.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0113 |
| Q1 | 0.0619 |
| median | 0.0928 |
| Q3 | 0.1485 |
| 95-th percentile | 0.334 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.0866 |
Descriptive statistics
| Standard deviation | 0.11311239 |
|---|---|
| Coefficient of variation (CV) | 0.92421342 |
| Kurtosis | 11.883918 |
| Mean | 0.12238774 |
| Median Absolute Deviation (MAD) | 0.0433 |
| Skewness | 2.7313952 |
| Sum | 3042.192 |
| Variance | 0.012794413 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.0825 | 1110 | 2.3% |
| 0.0619 | 1013 | 2.1% |
| 0.0928 | 768 | 1.6% |
| 0.0722 | 633 | 1.3% |
| 0.1485 | 487 | 1.0% |
| 0.0082 | 479 | 1.0% |
| 0.1031 | 438 | 0.9% |
| 0.0124 | 427 | 0.9% |
| 0.0165 | 424 | 0.9% |
| 0.1237 | 373 | 0.8% |
| Other values (1533) | 18705 | |
| (Missing) | 23887 |
| Value | Count | Frequency (%) |
| 0 | 121 | |
| 0.001 | 28 | 0.1% |
| 0.0013 | 1 | < 0.1% |
| 0.0015 | 1 | < 0.1% |
| 0.0021 | 103 | |
| 0.0024 | 1 | < 0.1% |
| 0.0026 | 2 | < 0.1% |
| 0.0031 | 53 | |
| 0.0034 | 1 | < 0.1% |
| 0.0036 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 35 | |
| 0.9701 | 1 | < 0.1% |
| 0.966 | 1 | < 0.1% |
| 0.9577 | 2 | < 0.1% |
| 0.9562 | 1 | < 0.1% |
| 0.9557 | 2 | < 0.1% |
| 0.9309 | 2 | < 0.1% |
| 0.9206 | 1 | < 0.1% |
| 0.9021 | 1 | < 0.1% |
| 0.901 | 1 | < 0.1% |
BASEMENTAREA_AVG
Real number (ℝ)
HIGH CORRELATION  MISSING  ZEROS 
| Distinct | 2816 |
|---|---|
| Distinct (%) | 13.3% |
| Missing | 27641 |
| Missing (%) | 56.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.090065484 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 2241 |
| Zeros (%) | 4.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 761.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.0467 |
| median | 0.0781 |
| Q3 | 0.1134 |
| 95-th percentile | 0.22619 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.0667 |
Descriptive statistics
| Standard deviation | 0.081536319 |
|---|---|
| Coefficient of variation (CV) | 0.90530041 |
| Kurtosis | 24.872442 |
| Mean | 0.090065484 |
| Median Absolute Deviation (MAD) | 0.0333 |
| Skewness | 3.4500648 |
| Sum | 1900.6519 |
| Variance | 0.0066481713 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2241 | 4.6% |
| 0.1091 | 59 | 0.1% |
| 0.0727 | 47 | 0.1% |
| 0.0545 | 45 | 0.1% |
| 0.0804 | 45 | 0.1% |
| 0.0764 | 42 | 0.1% |
| 0.0803 | 42 | 0.1% |
| 0.0795 | 41 | 0.1% |
| 0.0818 | 41 | 0.1% |
| 0.0785 | 41 | 0.1% |
| Other values (2806) | 18459 | |
| (Missing) | 27641 |
| Value | Count | Frequency (%) |
| 0 | 2241 | |
| 0.0001 | 15 | < 0.1% |
| 0.0002 | 3 | < 0.1% |
| 0.0003 | 3 | < 0.1% |
| 0.0004 | 6 | < 0.1% |
| 0.0005 | 8 | < 0.1% |
| 0.0006 | 1 | < 0.1% |
| 0.0007 | 2 | < 0.1% |
| 0.0008 | 7 | < 0.1% |
| 0.0009 | 7 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 21 | |
| 0.9636 | 1 | < 0.1% |
| 0.9397 | 2 | < 0.1% |
| 0.9169 | 1 | < 0.1% |
| 0.8246 | 2 | < 0.1% |
| 0.8165 | 1 | < 0.1% |
| 0.8152 | 1 | < 0.1% |
| 0.815 | 1 | < 0.1% |
| 0.7891 | 1 | < 0.1% |
| 0.7547 | 1 | < 0.1% |
YEARS_BEGINEXPLUATATION_AVG
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 175 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 22856 |
| Missing (%) | 46.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.97882816 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 58 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 761.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.9692 |
| Q1 | 0.9767 |
| median | 0.9816 |
| Q3 | 0.9866 |
| 95-th percentile | 0.996 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.0099 |
Descriptive statistics
| Standard deviation | 0.049317982 |
|---|---|
| Coefficient of variation (CV) | 0.050384719 |
| Kurtosis | 357.38704 |
| Mean | 0.97882816 |
| Median Absolute Deviation (MAD) | 0.005 |
| Skewness | -18.522953 |
| Sum | 25339.903 |
| Variance | 0.0024322634 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.9866 | 747 | 1.5% |
| 0.9871 | 701 | 1.4% |
| 0.9846 | 694 | 1.4% |
| 0.9806 | 681 | 1.4% |
| 0.9856 | 677 | 1.4% |
| 0.9861 | 670 | 1.4% |
| 0.9851 | 667 | 1.4% |
| 0.9776 | 666 | 1.4% |
| 0.9801 | 665 | 1.4% |
| 0.9841 | 664 | 1.4% |
| Other values (165) | 19056 | |
| (Missing) | 22856 |
| Value | Count | Frequency (%) |
| 0 | 58 | |
| 0.1937 | 1 | < 0.1% |
| 0.1982 | 1 | < 0.1% |
| 0.1987 | 1 | < 0.1% |
| 0.4704 | 1 | < 0.1% |
| 0.4863 | 1 | < 0.1% |
| 0.4878 | 2 | < 0.1% |
| 0.4893 | 1 | < 0.1% |
| 0.4903 | 1 | < 0.1% |
| 0.4908 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 10 | < 0.1% |
| 0.9995 | 93 | |
| 0.999 | 173 | |
| 0.9985 | 179 | |
| 0.998 | 194 | |
| 0.9975 | 200 | |
| 0.997 | 171 | |
| 0.9965 | 177 | |
| 0.996 | 151 | |
| 0.9955 | 155 |
YEARS_BUILD_AVG
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 130 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 31818 |
| Missing (%) | 65.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.75113709 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 18 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 761.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.5988 |
| Q1 | 0.6872 |
| median | 0.7552 |
| Q3 | 0.8164 |
| 95-th percentile | 0.9524 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.1292 |
Descriptive statistics
| Standard deviation | 0.11318841 |
|---|---|
| Coefficient of variation (CV) | 0.15068941 |
| Kurtosis | 4.2523688 |
| Mean | 0.75113709 |
| Median Absolute Deviation (MAD) | 0.068 |
| Skewness | -0.88419848 |
| Sum | 12713.746 |
| Variance | 0.012811616 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.8232 | 507 | 1.0% |
| 0.8164 | 497 | 1.0% |
| 0.8096 | 457 | 0.9% |
| 0.7348 | 452 | 0.9% |
| 0.796 | 452 | 0.9% |
| 0.7416 | 448 | 0.9% |
| 0.7212 | 448 | 0.9% |
| 0.7892 | 448 | 0.9% |
| 0.7824 | 446 | 0.9% |
| 0.8028 | 445 | 0.9% |
| Other values (120) | 12326 | 25.3% |
| (Missing) | 31818 |
| Value | Count | Frequency (%) |
| 0 | 18 | |
| 0.0004 | 1 | < 0.1% |
| 0.0072 | 1 | < 0.1% |
| 0.0548 | 1 | < 0.1% |
| 0.0684 | 2 | < 0.1% |
| 0.082 | 1 | < 0.1% |
| 0.0956 | 1 | < 0.1% |
| 0.1024 | 1 | < 0.1% |
| 0.1092 | 1 | < 0.1% |
| 0.116 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 8 | < 0.1% |
| 0.9932 | 73 | |
| 0.9864 | 115 | |
| 0.9796 | 132 | |
| 0.9728 | 136 | |
| 0.966 | 142 | |
| 0.9592 | 134 | |
| 0.9524 | 131 | |
| 0.9456 | 122 | |
| 0.9388 | 105 |
COMMONAREA_AVG
Real number (ℝ)
HIGH CORRELATION  MISSING  ZEROS 
| Distinct | 2042 |
|---|---|
| Distinct (%) | 13.4% |
| Missing | 33495 |
| Missing (%) | 68.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.047623661 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 1373 |
| Zeros (%) | 2.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 761.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.0081 |
| median | 0.0227 |
| Q3 | 0.0539 |
| 95-th percentile | 0.1737 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.0458 |
Descriptive statistics
| Standard deviation | 0.082868385 |
|---|---|
| Coefficient of variation (CV) | 1.7400675 |
| Kurtosis | 44.846559 |
| Mean | 0.047623661 |
| Median Absolute Deviation (MAD) | 0.0183 |
| Skewness | 5.526266 |
| Sum | 726.2132 |
| Variance | 0.0068671692 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1373 | 2.8% |
| 0.0079 | 89 | 0.2% |
| 0.0078 | 84 | 0.2% |
| 0.0077 | 73 | 0.1% |
| 0.008 | 69 | 0.1% |
| 0.0086 | 64 | 0.1% |
| 0.0125 | 56 | 0.1% |
| 0.007 | 56 | 0.1% |
| 0.0014 | 55 | 0.1% |
| 0.0088 | 52 | 0.1% |
| Other values (2032) | 13278 | 27.2% |
| (Missing) | 33495 |
| Value | Count | Frequency (%) |
| 0 | 1373 | |
| 0.0001 | 13 | < 0.1% |
| 0.0002 | 10 | < 0.1% |
| 0.0003 | 7 | < 0.1% |
| 0.0004 | 8 | < 0.1% |
| 0.0005 | 15 | < 0.1% |
| 0.0006 | 25 | 0.1% |
| 0.0007 | 27 | 0.1% |
| 0.0008 | 26 | 0.1% |
| 0.0009 | 25 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 20 | |
| 0.9613 | 1 | < 0.1% |
| 0.9552 | 1 | < 0.1% |
| 0.9339 | 1 | < 0.1% |
| 0.9277 | 1 | < 0.1% |
| 0.8882 | 1 | < 0.1% |
| 0.8876 | 2 | < 0.1% |
| 0.8808 | 1 | < 0.1% |
| 0.8738 | 2 | < 0.1% |
| 0.87 | 1 | < 0.1% |
ELEVATORS_AVG
Real number (ℝ)
HIGH CORRELATION  MISSING  ZEROS 
| Distinct | 181 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 25189 |
| Missing (%) | 51.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.085168295 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 13467 |
| Zeros (%) | 27.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 761.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.16 |
| 95-th percentile | 0.36 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.16 |
Descriptive statistics
| Standard deviation | 0.13916434 |
|---|---|
| Coefficient of variation (CV) | 1.6339923 |
| Kurtosis | 7.042289 |
| Mean | 0.085168295 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.3202669 |
| Sum | 2006.1392 |
| Variance | 0.019366713 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 13467 | |
| 0.08 | 1682 | 3.5% |
| 0.16 | 1586 | 3.3% |
| 0.24 | 1067 | 2.2% |
| 0.12 | 922 | 1.9% |
| 0.04 | 759 | 1.6% |
| 0.2 | 698 | 1.4% |
| 0.32 | 475 | 1.0% |
| 0.28 | 398 | 0.8% |
| 0.4 | 314 | 0.6% |
| Other values (171) | 2187 | 4.5% |
| (Missing) | 25189 |
| Value | Count | Frequency (%) |
| 0 | 13467 | |
| 0.0044 | 1 | < 0.1% |
| 0.0048 | 2 | < 0.1% |
| 0.0064 | 7 | < 0.1% |
| 0.008 | 3 | < 0.1% |
| 0.01 | 7 | < 0.1% |
| 0.0112 | 4 | < 0.1% |
| 0.0132 | 18 | < 0.1% |
| 0.0144 | 1 | < 0.1% |
| 0.0148 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 24 | |
| 0.96 | 17 | |
| 0.92 | 2 | < 0.1% |
| 0.88 | 16 | |
| 0.84 | 11 | < 0.1% |
| 0.8 | 28 | |
| 0.78 | 1 | < 0.1% |
| 0.76 | 6 | < 0.1% |
| 0.74 | 1 | < 0.1% |
| 0.72 | 36 |
ENTRANCES_AVG
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 200 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 23579 |
| Missing (%) | 48.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.15177724 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 38 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 761.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0345 |
| Q1 | 0.0745 |
| median | 0.1379 |
| Q3 | 0.2069 |
| 95-th percentile | 0.3103 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.1324 |
Descriptive statistics
| Standard deviation | 0.10066888 |
|---|---|
| Coefficient of variation (CV) | 0.6632673 |
| Kurtosis | 12.503078 |
| Mean | 0.15177724 |
| Median Absolute Deviation (MAD) | 0.0689 |
| Skewness | 2.4897528 |
| Sum | 3819.4742 |
| Variance | 0.010134223 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.1379 | 5683 | 11.7% |
| 0.069 | 3659 | 7.5% |
| 0.2069 | 3243 | 6.7% |
| 0.1034 | 3132 | 6.4% |
| 0.0345 | 2398 | 4.9% |
| 0.1724 | 1541 | 3.2% |
| 0.2759 | 1318 | 2.7% |
| 0.2414 | 705 | 1.4% |
| 0.3448 | 381 | 0.8% |
| 0.3103 | 356 | 0.7% |
| Other values (190) | 2749 | 5.6% |
| (Missing) | 23579 |
| Value | Count | Frequency (%) |
| 0 | 38 | 0.1% |
| 0.0345 | 2398 | |
| 0.0407 | 1 | < 0.1% |
| 0.0414 | 3 | < 0.1% |
| 0.0431 | 6 | < 0.1% |
| 0.0459 | 8 | < 0.1% |
| 0.0483 | 3 | < 0.1% |
| 0.0517 | 106 | 0.2% |
| 0.0534 | 1 | < 0.1% |
| 0.0552 | 7 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 29 | |
| 0.9655 | 6 | < 0.1% |
| 0.931 | 6 | < 0.1% |
| 0.8966 | 7 | < 0.1% |
| 0.8621 | 2 | < 0.1% |
| 0.8276 | 7 | < 0.1% |
| 0.7931 | 7 | < 0.1% |
| 0.7586 | 13 | |
| 0.7241 | 11 | < 0.1% |
| 0.6897 | 19 |
FLOORSMAX_AVG
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 252 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 23321 |
| Missing (%) | 47.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.23370622 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 417 |
| Zeros (%) | 0.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 761.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0417 |
| Q1 | 0.1667 |
| median | 0.1667 |
| Q3 | 0.3333 |
| 95-th percentile | 0.5417 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.1666 |
Descriptive statistics
| Standard deviation | 0.14736093 |
|---|---|
| Coefficient of variation (CV) | 0.63053918 |
| Kurtosis | 2.5639382 |
| Mean | 0.23370622 |
| Median Absolute Deviation (MAD) | 0.0834 |
| Skewness | 1.2558613 |
| Sum | 5941.5132 |
| Variance | 0.021715243 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.1667 | 10118 | |
| 0.3333 | 5480 | 11.2% |
| 0.0417 | 2165 | 4.4% |
| 0.375 | 1421 | 2.9% |
| 0.125 | 1052 | 2.2% |
| 0.0833 | 997 | 2.0% |
| 0.4583 | 468 | 1.0% |
| 0 | 417 | 0.9% |
| 0.625 | 320 | 0.7% |
| 0.6667 | 292 | 0.6% |
| Other values (242) | 2693 | 5.5% |
| (Missing) | 23321 |
| Value | Count | Frequency (%) |
| 0 | 417 | 0.9% |
| 0.0083 | 2 | < 0.1% |
| 0.01 | 1 | < 0.1% |
| 0.0104 | 2 | < 0.1% |
| 0.0138 | 1 | < 0.1% |
| 0.0208 | 20 | < 0.1% |
| 0.0275 | 1 | < 0.1% |
| 0.0312 | 1 | < 0.1% |
| 0.0363 | 2 | < 0.1% |
| 0.0417 | 2165 |
| Value | Count | Frequency (%) |
| 1 | 34 | |
| 0.9583 | 15 | < 0.1% |
| 0.9375 | 1 | < 0.1% |
| 0.9304 | 3 | < 0.1% |
| 0.9167 | 12 | < 0.1% |
| 0.8888 | 1 | < 0.1% |
| 0.875 | 45 | |
| 0.8542 | 1 | < 0.1% |
| 0.8333 | 7 | < 0.1% |
| 0.8125 | 1 | < 0.1% |
FLOORSMIN_AVG
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 198 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 32466 |
| Missing (%) | 66.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.23842309 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 391 |
| Zeros (%) | 0.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 761.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0417 |
| Q1 | 0.1042 |
| median | 0.2083 |
| Q3 | 0.375 |
| 95-th percentile | 0.5417 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.2708 |
Descriptive statistics
| Standard deviation | 0.16497617 |
|---|---|
| Coefficient of variation (CV) | 0.69194714 |
| Kurtosis | 1.2660348 |
| Mean | 0.23842309 |
| Median Absolute Deviation (MAD) | 0.1666 |
| Skewness | 0.93205216 |
| Sum | 3881.051 |
| Variance | 0.027217138 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.2083 | 5337 | 10.9% |
| 0.375 | 3068 | 6.3% |
| 0.0417 | 2852 | 5.9% |
| 0.0833 | 750 | 1.5% |
| 0.4167 | 699 | 1.4% |
| 0.125 | 513 | 1.1% |
| 0.1667 | 498 | 1.0% |
| 0 | 391 | 0.8% |
| 0.5 | 269 | 0.6% |
| 0.7083 | 198 | 0.4% |
| Other values (188) | 1703 | 3.5% |
| (Missing) | 32466 |
| Value | Count | Frequency (%) |
| 0 | 391 | 0.8% |
| 0.0067 | 1 | < 0.1% |
| 0.0104 | 1 | < 0.1% |
| 0.0158 | 2 | < 0.1% |
| 0.0208 | 6 | < 0.1% |
| 0.0312 | 3 | < 0.1% |
| 0.0333 | 1 | < 0.1% |
| 0.0417 | 2852 | |
| 0.0479 | 1 | < 0.1% |
| 0.0521 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 25 | |
| 0.9583 | 5 | < 0.1% |
| 0.9167 | 24 | |
| 0.8888 | 1 | < 0.1% |
| 0.875 | 5 | < 0.1% |
| 0.8333 | 4 | < 0.1% |
| 0.8125 | 3 | < 0.1% |
| 0.8054 | 1 | < 0.1% |
| 0.7917 | 13 | |
| 0.7775 | 1 | < 0.1% |
LANDAREA_AVG
Real number (ℝ)
HIGH CORRELATION  MISSING  ZEROS 
| Distinct | 2540 |
|---|---|
| Distinct (%) | 12.4% |
| Missing | 28254 |
| Missing (%) | 58.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.067192094 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 2656 |
| Zeros (%) | 5.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 761.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.019 |
| median | 0.0483 |
| Q3 | 0.0868 |
| 95-th percentile | 0.1997 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.0678 |
Descriptive statistics
| Standard deviation | 0.081908979 |
|---|---|
| Coefficient of variation (CV) | 1.219027 |
| Kurtosis | 32.476082 |
| Mean | 0.067192094 |
| Median Absolute Deviation (MAD) | 0.0325 |
| Skewness | 4.3075764 |
| Sum | 1376.766 |
| Variance | 0.0067090808 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2656 | 5.4% |
| 0.0141 | 37 | 0.1% |
| 0.0114 | 33 | 0.1% |
| 0.0158 | 33 | 0.1% |
| 0.0316 | 32 | 0.1% |
| 0.0221 | 32 | 0.1% |
| 0.0394 | 32 | 0.1% |
| 0.0568 | 32 | 0.1% |
| 0.0947 | 31 | 0.1% |
| 0.0458 | 31 | 0.1% |
| Other values (2530) | 17541 | |
| (Missing) | 28254 |
| Value | Count | Frequency (%) |
| 0 | 2656 | |
| 0.0001 | 2 | < 0.1% |
| 0.0002 | 2 | < 0.1% |
| 0.0004 | 3 | < 0.1% |
| 0.0006 | 2 | < 0.1% |
| 0.0008 | 2 | < 0.1% |
| 0.0009 | 3 | < 0.1% |
| 0.0011 | 3 | < 0.1% |
| 0.0012 | 6 | < 0.1% |
| 0.0013 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 20 | |
| 0.9777 | 1 | < 0.1% |
| 0.913 | 1 | < 0.1% |
| 0.8947 | 1 | < 0.1% |
| 0.894 | 3 | < 0.1% |
| 0.8873 | 2 | < 0.1% |
| 0.8698 | 2 | < 0.1% |
| 0.8638 | 2 | < 0.1% |
| 0.8546 | 2 | < 0.1% |
| 0.8338 | 1 | < 0.1% |
LIVINGAPARTMENTS_AVG
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 1211 |
|---|---|
| Distinct (%) | 7.6% |
| Missing | 32780 |
| Missing (%) | 67.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.10588525 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 46 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 761.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0126 |
| Q1 | 0.0504 |
| median | 0.0756 |
| Q3 | 0.1269 |
| 95-th percentile | 0.2866 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.0765 |
Descriptive statistics
| Standard deviation | 0.098284049 |
|---|---|
| Coefficient of variation (CV) | 0.92821281 |
| Kurtosis | 17.482309 |
| Mean | 0.10588525 |
| Median Absolute Deviation (MAD) | 0.0328 |
| Skewness | 3.1935632 |
| Sum | 1690.3522 |
| Variance | 0.0096597543 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.0672 | 718 | 1.5% |
| 0.0504 | 678 | 1.4% |
| 0.0756 | 472 | 1.0% |
| 0.0588 | 393 | 0.8% |
| 0.121 | 324 | 0.7% |
| 0.0841 | 304 | 0.6% |
| 0.0605 | 255 | 0.5% |
| 0.1009 | 247 | 0.5% |
| 0.0908 | 234 | 0.5% |
| 0.0067 | 219 | 0.4% |
| Other values (1201) | 12120 | 24.9% |
| (Missing) | 32780 |
| Value | Count | Frequency (%) |
| 0 | 46 | |
| 0.0008 | 14 | < 0.1% |
| 0.0017 | 27 | |
| 0.0025 | 19 | < 0.1% |
| 0.0034 | 59 | |
| 0.0038 | 1 | < 0.1% |
| 0.0042 | 21 | < 0.1% |
| 0.005 | 33 | |
| 0.0059 | 17 | < 0.1% |
| 0.0063 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 22 | |
| 0.9901 | 1 | < 0.1% |
| 0.9641 | 2 | < 0.1% |
| 0.9498 | 1 | < 0.1% |
| 0.9347 | 2 | < 0.1% |
| 0.9153 | 1 | < 0.1% |
| 0.8952 | 1 | < 0.1% |
| 0.8725 | 1 | < 0.1% |
| 0.8456 | 1 | < 0.1% |
| 0.8388 | 1 | < 0.1% |
LIVINGAREA_AVG
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 3848 |
|---|---|
| Distinct (%) | 15.3% |
| Missing | 23552 |
| Missing (%) | 48.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.11228626 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 46 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 761.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0089 |
| Q1 | 0.048575 |
| median | 0.077 |
| Q3 | 0.1376 |
| 95-th percentile | 0.3406 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.089025 |
Descriptive statistics
| Standard deviation | 0.11485981 |
|---|---|
| Coefficient of variation (CV) | 1.0229195 |
| Kurtosis | 11.897203 |
| Mean | 0.11228626 |
| Median Absolute Deviation (MAD) | 0.0386 |
| Skewness | 2.8263867 |
| Sum | 2828.7154 |
| Variance | 0.013192775 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 46 | 0.1% |
| 0.0701 | 45 | 0.1% |
| 0.07 | 43 | 0.1% |
| 0.051 | 41 | 0.1% |
| 0.0633 | 39 | 0.1% |
| 0.0709 | 38 | 0.1% |
| 0.0081 | 38 | 0.1% |
| 0.0624 | 38 | 0.1% |
| 0.054 | 38 | 0.1% |
| 0.0508 | 38 | 0.1% |
| Other values (3838) | 24788 | |
| (Missing) | 23552 |
| Value | Count | Frequency (%) |
| 0 | 46 | |
| 0.0001 | 3 | < 0.1% |
| 0.0002 | 1 | < 0.1% |
| 0.0003 | 2 | < 0.1% |
| 0.0004 | 2 | < 0.1% |
| 0.0005 | 1 | < 0.1% |
| 0.0006 | 4 | < 0.1% |
| 0.0007 | 2 | < 0.1% |
| 0.0008 | 5 | < 0.1% |
| 0.0009 | 6 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 29 | |
| 0.9963 | 1 | < 0.1% |
| 0.9893 | 1 | < 0.1% |
| 0.9824 | 1 | < 0.1% |
| 0.9756 | 1 | < 0.1% |
| 0.9703 | 2 | < 0.1% |
| 0.9598 | 4 | < 0.1% |
| 0.9523 | 2 | < 0.1% |
| 0.9488 | 1 | < 0.1% |
| 0.9471 | 1 | < 0.1% |
NONLIVINGAPARTMENTS_AVG
Real number (ℝ)
HIGH CORRELATION  MISSING  ZEROS 
| Distinct | 241 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 33347 |
| Missing (%) | 68.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0092314802 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 8815 |
| Zeros (%) | 18.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 761.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.0051 |
| 95-th percentile | 0.0309 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.0051 |
Descriptive statistics
| Standard deviation | 0.048749134 |
|---|---|
| Coefficient of variation (CV) | 5.2807494 |
| Kurtosis | 241.30983 |
| Mean | 0.0092314802 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 14.303259 |
| Sum | 142.1371 |
| Variance | 0.002376478 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 8815 | 18.1% |
| 0.0039 | 2234 | 4.6% |
| 0.0077 | 1020 | 2.1% |
| 0.0116 | 582 | 1.2% |
| 0.0154 | 478 | 1.0% |
| 0.0193 | 261 | 0.5% |
| 0.0232 | 215 | 0.4% |
| 0.0019 | 196 | 0.4% |
| 0.027 | 140 | 0.3% |
| 0.0309 | 134 | 0.3% |
| Other values (231) | 1322 | 2.7% |
| (Missing) | 33347 |
| Value | Count | Frequency (%) |
| 0 | 8815 | |
| 0.0004 | 3 | < 0.1% |
| 0.0005 | 3 | < 0.1% |
| 0.0006 | 5 | < 0.1% |
| 0.0007 | 1 | < 0.1% |
| 0.0008 | 11 | < 0.1% |
| 0.001 | 34 | 0.1% |
| 0.0012 | 1 | < 0.1% |
| 0.0013 | 77 | 0.2% |
| 0.0015 | 13 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 14 | |
| 0.9344 | 1 | < 0.1% |
| 0.8803 | 1 | < 0.1% |
| 0.8687 | 1 | < 0.1% |
| 0.8571 | 1 | < 0.1% |
| 0.8224 | 1 | < 0.1% |
| 0.7876 | 1 | < 0.1% |
| 0.749 | 1 | < 0.1% |
| 0.7413 | 1 | < 0.1% |
| 0.7066 | 1 | < 0.1% |
NONLIVINGAREA_AVG
Real number (ℝ)
HIGH CORRELATION  MISSING  ZEROS 
| Distinct | 2026 |
|---|---|
| Distinct (%) | 8.9% |
| Missing | 26084 |
| Missing (%) | 53.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.02938729 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 9469 |
| Zeros (%) | 19.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 761.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.0038 |
| Q3 | 0.029 |
| 95-th percentile | 0.1323 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.029 |
Descriptive statistics
| Standard deviation | 0.072007473 |
|---|---|
| Coefficient of variation (CV) | 2.450293 |
| Kurtosis | 63.033451 |
| Mean | 0.02938729 |
| Median Absolute Deviation (MAD) | 0.0038 |
| Skewness | 6.5177182 |
| Sum | 665.916 |
| Variance | 0.0051850762 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 9469 | 19.4% |
| 0.0012 | 102 | 0.2% |
| 0.0052 | 75 | 0.2% |
| 0.0024 | 75 | 0.2% |
| 0.001 | 72 | 0.1% |
| 0.0044 | 71 | 0.1% |
| 0.0031 | 71 | 0.1% |
| 0.0022 | 70 | 0.1% |
| 0.0036 | 69 | 0.1% |
| 0.0013 | 69 | 0.1% |
| Other values (2016) | 12517 | |
| (Missing) | 26084 |
| Value | Count | Frequency (%) |
| 0 | 9469 | |
| 0.0001 | 25 | 0.1% |
| 0.0002 | 20 | < 0.1% |
| 0.0003 | 22 | < 0.1% |
| 0.0004 | 24 | < 0.1% |
| 0.0005 | 33 | 0.1% |
| 0.0006 | 50 | 0.1% |
| 0.0007 | 41 | 0.1% |
| 0.0008 | 27 | 0.1% |
| 0.0009 | 47 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 26 | |
| 0.9813 | 1 | < 0.1% |
| 0.9295 | 1 | < 0.1% |
| 0.9099 | 1 | < 0.1% |
| 0.9043 | 2 | < 0.1% |
| 0.8826 | 1 | < 0.1% |
| 0.8651 | 1 | < 0.1% |
| 0.8431 | 1 | < 0.1% |
| 0.8377 | 1 | < 0.1% |
| 0.8294 | 1 | < 0.1% |
APARTMENTS_MODE
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 636 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 23887 |
| Missing (%) | 49.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.11907801 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 148 |
| Zeros (%) | 0.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 761.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0084 |
| Q1 | 0.0588 |
| median | 0.0851 |
| Q3 | 0.1502 |
| 95-th percentile | 0.3372 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.0914 |
Descriptive statistics
| Standard deviation | 0.11346468 |
|---|---|
| Coefficient of variation (CV) | 0.95286006 |
| Kurtosis | 12.424717 |
| Mean | 0.11907801 |
| Median Absolute Deviation (MAD) | 0.0431 |
| Skewness | 2.8140841 |
| Sum | 2959.922 |
| Variance | 0.012874233 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.084 | 1230 | 2.5% |
| 0.063 | 1212 | 2.5% |
| 0.0945 | 821 | 1.7% |
| 0.0735 | 680 | 1.4% |
| 0.0084 | 549 | 1.1% |
| 0.1513 | 541 | 1.1% |
| 0.105 | 488 | 1.0% |
| 0.0756 | 488 | 1.0% |
| 0.0126 | 480 | 1.0% |
| 0.0168 | 456 | 0.9% |
| Other values (626) | 17912 | |
| (Missing) | 23887 |
| Value | Count | Frequency (%) |
| 0 | 148 | 0.3% |
| 0.0011 | 42 | 0.1% |
| 0.0021 | 142 | 0.3% |
| 0.0032 | 61 | 0.1% |
| 0.0042 | 172 | 0.4% |
| 0.0053 | 41 | 0.1% |
| 0.0063 | 72 | 0.1% |
| 0.0074 | 39 | 0.1% |
| 0.0084 | 549 | |
| 0.0095 | 54 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 35 | |
| 0.9884 | 1 | < 0.1% |
| 0.9842 | 1 | < 0.1% |
| 0.9758 | 2 | < 0.1% |
| 0.9737 | 2 | < 0.1% |
| 0.9485 | 2 | < 0.1% |
| 0.938 | 1 | < 0.1% |
| 0.9191 | 1 | < 0.1% |
| 0.9181 | 1 | < 0.1% |
| 0.917 | 1 | < 0.1% |
BASEMENTAREA_MODE
Real number (ℝ)
HIGH CORRELATION  MISSING  ZEROS 
| Distinct | 2835 |
|---|---|
| Distinct (%) | 13.4% |
| Missing | 27641 |
| Missing (%) | 56.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.088998071 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 2558 |
| Zeros (%) | 5.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 761.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.0425 |
| median | 0.077 |
| Q3 | 0.11355 |
| 95-th percentile | 0.23109 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.07105 |
Descriptive statistics
| Standard deviation | 0.082654954 |
|---|---|
| Coefficient of variation (CV) | 0.92872748 |
| Kurtosis | 22.011951 |
| Mean | 0.088998071 |
| Median Absolute Deviation (MAD) | 0.0355 |
| Skewness | 3.2497794 |
| Sum | 1878.1263 |
| Variance | 0.0068318415 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2558 | 5.2% |
| 0.1132 | 56 | 0.1% |
| 0.0755 | 48 | 0.1% |
| 0.0834 | 42 | 0.1% |
| 0.0566 | 41 | 0.1% |
| 0.0849 | 39 | 0.1% |
| 0.0792 | 37 | 0.1% |
| 0.066 | 37 | 0.1% |
| 0.0825 | 37 | 0.1% |
| 0.1057 | 35 | 0.1% |
| Other values (2825) | 18173 | |
| (Missing) | 27641 |
| Value | Count | Frequency (%) |
| 0 | 2558 | |
| 0.0001 | 15 | < 0.1% |
| 0.0002 | 4 | < 0.1% |
| 0.0003 | 4 | < 0.1% |
| 0.0004 | 6 | < 0.1% |
| 0.0005 | 4 | < 0.1% |
| 0.0006 | 6 | < 0.1% |
| 0.0007 | 2 | < 0.1% |
| 0.0008 | 5 | < 0.1% |
| 0.0009 | 7 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 19 | |
| 0.9515 | 1 | < 0.1% |
| 0.8557 | 2 | < 0.1% |
| 0.8474 | 1 | < 0.1% |
| 0.8459 | 1 | < 0.1% |
| 0.8457 | 1 | < 0.1% |
| 0.8189 | 1 | < 0.1% |
| 0.7832 | 1 | < 0.1% |
| 0.7801 | 1 | < 0.1% |
| 0.7568 | 1 | < 0.1% |
YEARS_BEGINEXPLUATATION_MODE
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 160 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 22856 |
| Missing (%) | 46.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.97829235 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 76 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 761.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.9687 |
| Q1 | 0.9762 |
| median | 0.9816 |
| Q3 | 0.9866 |
| 95-th percentile | 0.996 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.0104 |
Descriptive statistics
| Standard deviation | 0.05378245 |
|---|---|
| Coefficient of variation (CV) | 0.054975847 |
| Kurtosis | 318.47807 |
| Mean | 0.97829235 |
| Median Absolute Deviation (MAD) | 0.005 |
| Skewness | -17.67068 |
| Sum | 25326.032 |
| Variance | 0.0028925519 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.9866 | 729 | 1.5% |
| 0.9871 | 720 | 1.5% |
| 0.9777 | 691 | 1.4% |
| 0.9846 | 687 | 1.4% |
| 0.9791 | 675 | 1.4% |
| 0.9861 | 675 | 1.4% |
| 0.9801 | 669 | 1.4% |
| 0.9856 | 667 | 1.4% |
| 0.9786 | 659 | 1.4% |
| 0.9796 | 644 | 1.3% |
| Other values (150) | 19072 | |
| (Missing) | 22856 |
| Value | Count | Frequency (%) |
| 0 | 76 | |
| 0.8923 | 1 | < 0.1% |
| 0.8962 | 1 | < 0.1% |
| 0.8997 | 1 | < 0.1% |
| 0.9101 | 1 | < 0.1% |
| 0.9106 | 1 | < 0.1% |
| 0.9121 | 1 | < 0.1% |
| 0.9131 | 1 | < 0.1% |
| 0.9146 | 2 | < 0.1% |
| 0.9166 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 11 | < 0.1% |
| 0.9995 | 97 | |
| 0.999 | 172 | |
| 0.9985 | 178 | |
| 0.998 | 184 | |
| 0.9975 | 197 | |
| 0.997 | 184 | |
| 0.9965 | 191 | |
| 0.996 | 156 | |
| 0.9955 | 155 |
YEARS_BUILD_MODE
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 132 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 31818 |
| Missing (%) | 65.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.75832715 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 17 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 761.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.608 |
| Q1 | 0.6929 |
| median | 0.7583 |
| Q3 | 0.8236 |
| 95-th percentile | 0.9543 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.1307 |
Descriptive statistics
| Standard deviation | 0.11011699 |
|---|---|
| Coefficient of variation (CV) | 0.1452104 |
| Kurtosis | 4.6900925 |
| Mean | 0.75832715 |
| Median Absolute Deviation (MAD) | 0.0653 |
| Skewness | -0.93370658 |
| Sum | 12835.445 |
| Variance | 0.012125752 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.8301 | 518 | 1.1% |
| 0.8236 | 483 | 1.0% |
| 0.7975 | 465 | 1.0% |
| 0.706 | 464 | 1.0% |
| 0.8171 | 463 | 0.9% |
| 0.7321 | 460 | 0.9% |
| 0.719 | 448 | 0.9% |
| 0.7517 | 440 | 0.9% |
| 0.7256 | 437 | 0.9% |
| 0.7452 | 433 | 0.9% |
| Other values (122) | 12315 | 25.3% |
| (Missing) | 31818 |
| Value | Count | Frequency (%) |
| 0 | 17 | |
| 0.0134 | 2 | < 0.1% |
| 0.0199 | 1 | < 0.1% |
| 0.0461 | 1 | < 0.1% |
| 0.0657 | 1 | < 0.1% |
| 0.0918 | 1 | < 0.1% |
| 0.1049 | 3 | < 0.1% |
| 0.1114 | 1 | < 0.1% |
| 0.1179 | 1 | < 0.1% |
| 0.131 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 9 | < 0.1% |
| 0.9935 | 77 | |
| 0.9869 | 112 | |
| 0.9804 | 132 | |
| 0.9739 | 131 | |
| 0.9673 | 134 | |
| 0.9608 | 138 | |
| 0.9543 | 140 | |
| 0.9477 | 115 | |
| 0.9412 | 110 |
COMMONAREA_MODE
Real number (ℝ)
HIGH CORRELATION  MISSING  ZEROS 
| Distinct | 2001 |
|---|---|
| Distinct (%) | 13.1% |
| Missing | 33495 |
| Missing (%) | 68.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.045223038 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 1604 |
| Zeros (%) | 3.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 761.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.0076 |
| median | 0.0203 |
| Q3 | 0.0517 |
| 95-th percentile | 0.16352 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.0441 |
Descriptive statistics
| Standard deviation | 0.081168604 |
|---|---|
| Coefficient of variation (CV) | 1.7948508 |
| Kurtosis | 48.25878 |
| Mean | 0.045223038 |
| Median Absolute Deviation (MAD) | 0.0174 |
| Skewness | 5.7391792 |
| Sum | 689.6061 |
| Variance | 0.0065883422 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1604 | 3.3% |
| 0.008 | 87 | 0.2% |
| 0.0079 | 86 | 0.2% |
| 0.0078 | 81 | 0.2% |
| 0.0087 | 70 | 0.1% |
| 0.0014 | 67 | 0.1% |
| 0.0081 | 65 | 0.1% |
| 0.0089 | 62 | 0.1% |
| 0.0071 | 61 | 0.1% |
| 0.0088 | 59 | 0.1% |
| Other values (1991) | 13007 | 26.7% |
| (Missing) | 33495 |
| Value | Count | Frequency (%) |
| 0 | 1604 | |
| 0.0001 | 12 | < 0.1% |
| 0.0002 | 12 | < 0.1% |
| 0.0003 | 8 | < 0.1% |
| 0.0004 | 8 | < 0.1% |
| 0.0005 | 13 | < 0.1% |
| 0.0006 | 26 | 0.1% |
| 0.0007 | 24 | < 0.1% |
| 0.0008 | 28 | 0.1% |
| 0.0009 | 22 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 19 | |
| 0.9701 | 1 | < 0.1% |
| 0.9639 | 1 | < 0.1% |
| 0.9424 | 1 | < 0.1% |
| 0.9362 | 1 | < 0.1% |
| 0.8963 | 1 | < 0.1% |
| 0.8957 | 2 | < 0.1% |
| 0.8889 | 1 | < 0.1% |
| 0.8818 | 2 | < 0.1% |
| 0.8779 | 1 | < 0.1% |
ELEVATORS_MODE
Real number (ℝ)
HIGH CORRELATION  MISSING  ZEROS 
| Distinct | 26 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 25189 |
| Missing (%) | 51.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.080569938 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 14170 |
| Zeros (%) | 29.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 761.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.1208 |
| 95-th percentile | 0.3625 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.1208 |
Descriptive statistics
| Standard deviation | 0.13750937 |
|---|---|
| Coefficient of variation (CV) | 1.7067082 |
| Kurtosis | 7.712062 |
| Mean | 0.080569938 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.4323153 |
| Sum | 1897.8249 |
| Variance | 0.018908828 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 14170 | |
| 0.0806 | 1953 | 4.0% |
| 0.1611 | 1751 | 3.6% |
| 0.2417 | 1118 | 2.3% |
| 0.1208 | 954 | 2.0% |
| 0.0403 | 795 | 1.6% |
| 0.2014 | 670 | 1.4% |
| 0.3222 | 503 | 1.0% |
| 0.282 | 369 | 0.8% |
| 0.4028 | 322 | 0.7% |
| Other values (16) | 950 | 1.9% |
| (Missing) | 25189 |
| Value | Count | Frequency (%) |
| 0 | 14170 | |
| 0.0403 | 795 | 1.6% |
| 0.0806 | 1953 | 4.0% |
| 0.1208 | 954 | 2.0% |
| 0.1611 | 1751 | 3.6% |
| 0.2014 | 670 | 1.4% |
| 0.2417 | 1118 | 2.3% |
| 0.282 | 369 | 0.8% |
| 0.3222 | 503 | 1.0% |
| 0.3625 | 227 | 0.5% |
| Value | Count | Frequency (%) |
| 1 | 24 | < 0.1% |
| 0.9667 | 17 | < 0.1% |
| 0.9264 | 2 | < 0.1% |
| 0.8862 | 15 | < 0.1% |
| 0.8459 | 9 | < 0.1% |
| 0.8056 | 28 | 0.1% |
| 0.7653 | 8 | < 0.1% |
| 0.725 | 35 | |
| 0.6848 | 16 | < 0.1% |
| 0.6445 | 77 |
ENTRANCES_MODE
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 30 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 23579 |
| Missing (%) | 48.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.14716064 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 54 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 761.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0345 |
| Q1 | 0.069 |
| median | 0.1379 |
| Q3 | 0.2069 |
| 95-th percentile | 0.3103 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.1379 |
Descriptive statistics
| Standard deviation | 0.1017476 |
|---|---|
| Coefficient of variation (CV) | 0.69140497 |
| Kurtosis | 12.286329 |
| Mean | 0.14716064 |
| Median Absolute Deviation (MAD) | 0.0689 |
| Skewness | 2.4769236 |
| Sum | 3703.2975 |
| Variance | 0.010352574 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.1379 | 6027 | 12.4% |
| 0.069 | 4285 | 8.8% |
| 0.2069 | 3372 | 6.9% |
| 0.1034 | 3357 | 6.9% |
| 0.0345 | 3050 | 6.3% |
| 0.1724 | 1496 | 3.1% |
| 0.2759 | 1346 | 2.8% |
| 0.2414 | 692 | 1.4% |
| 0.3448 | 374 | 0.8% |
| 0.3103 | 344 | 0.7% |
| Other values (20) | 822 | 1.7% |
| (Missing) | 23579 |
| Value | Count | Frequency (%) |
| 0 | 54 | 0.1% |
| 0.0345 | 3050 | |
| 0.069 | 4285 | |
| 0.1034 | 3357 | |
| 0.1379 | 6027 | |
| 0.1724 | 1496 | 3.1% |
| 0.2069 | 3372 | |
| 0.2414 | 692 | 1.4% |
| 0.2759 | 1346 | 2.8% |
| 0.3103 | 344 | 0.7% |
| Value | Count | Frequency (%) |
| 1 | 29 | |
| 0.9655 | 6 | < 0.1% |
| 0.931 | 6 | < 0.1% |
| 0.8966 | 7 | < 0.1% |
| 0.8621 | 2 | < 0.1% |
| 0.8276 | 7 | < 0.1% |
| 0.7931 | 7 | < 0.1% |
| 0.7586 | 13 | |
| 0.7241 | 11 | < 0.1% |
| 0.6897 | 19 |
FLOORSMAX_MODE
Real number (ℝ)
HIGH CORRELATION  MISSING  ZEROS 
| Distinct | 25 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 23321 |
| Missing (%) | 47.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2293901 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 511 |
| Zeros (%) | 1.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 761.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0417 |
| Q1 | 0.1667 |
| median | 0.1667 |
| Q3 | 0.3333 |
| 95-th percentile | 0.5 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.1666 |
Descriptive statistics
| Standard deviation | 0.14648493 |
|---|---|
| Coefficient of variation (CV) | 0.63858433 |
| Kurtosis | 2.6469595 |
| Mean | 0.2293901 |
| Median Absolute Deviation (MAD) | 0.0834 |
| Skewness | 1.2691966 |
| Sum | 5831.7846 |
| Variance | 0.021457833 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.1667 | 10774 | |
| 0.3333 | 5937 | 12.2% |
| 0.0417 | 2316 | 4.8% |
| 0.375 | 1474 | 3.0% |
| 0.125 | 1107 | 2.3% |
| 0.0833 | 1041 | 2.1% |
| 0.4583 | 513 | 1.1% |
| 0 | 511 | 1.0% |
| 0.625 | 343 | 0.7% |
| 0.6667 | 335 | 0.7% |
| Other values (15) | 1072 | 2.2% |
| (Missing) | 23321 |
| Value | Count | Frequency (%) |
| 0 | 511 | 1.0% |
| 0.0417 | 2316 | 4.8% |
| 0.0833 | 1041 | 2.1% |
| 0.125 | 1107 | 2.3% |
| 0.1667 | 10774 | |
| 0.2083 | 233 | 0.5% |
| 0.25 | 102 | 0.2% |
| 0.2917 | 73 | 0.1% |
| 0.3333 | 5937 | |
| 0.375 | 1474 | 3.0% |
| Value | Count | Frequency (%) |
| 1 | 35 | 0.1% |
| 0.9583 | 16 | < 0.1% |
| 0.9167 | 14 | < 0.1% |
| 0.875 | 43 | 0.1% |
| 0.8333 | 3 | < 0.1% |
| 0.7917 | 12 | < 0.1% |
| 0.75 | 20 | < 0.1% |
| 0.7083 | 52 | 0.1% |
| 0.6667 | 335 | |
| 0.625 | 343 |
FLOORSMIN_MODE
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 25 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 32466 |
| Missing (%) | 66.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.23385399 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 431 |
| Zeros (%) | 0.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 761.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0417 |
| Q1 | 0.0833 |
| median | 0.2083 |
| Q3 | 0.375 |
| 95-th percentile | 0.5 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.2917 |
Descriptive statistics
| Standard deviation | 0.16503367 |
|---|---|
| Coefficient of variation (CV) | 0.70571243 |
| Kurtosis | 1.2378768 |
| Mean | 0.23385399 |
| Median Absolute Deviation (MAD) | 0.1666 |
| Skewness | 0.93884711 |
| Sum | 3806.6752 |
| Variance | 0.027236111 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.2083 | 5605 | 11.5% |
| 0.375 | 3270 | 6.7% |
| 0.0417 | 3078 | 6.3% |
| 0.0833 | 788 | 1.6% |
| 0.4167 | 722 | 1.5% |
| 0.1667 | 510 | 1.0% |
| 0.125 | 504 | 1.0% |
| 0 | 431 | 0.9% |
| 0.5 | 296 | 0.6% |
| 0.7083 | 226 | 0.5% |
| Other values (15) | 848 | 1.7% |
| (Missing) | 32466 |
| Value | Count | Frequency (%) |
| 0 | 431 | 0.9% |
| 0.0417 | 3078 | |
| 0.0833 | 788 | 1.6% |
| 0.125 | 504 | 1.0% |
| 0.1667 | 510 | 1.0% |
| 0.2083 | 5605 | |
| 0.25 | 128 | 0.3% |
| 0.2917 | 74 | 0.2% |
| 0.3333 | 49 | 0.1% |
| 0.375 | 3270 |
| Value | Count | Frequency (%) |
| 1 | 24 | < 0.1% |
| 0.9583 | 5 | < 0.1% |
| 0.9167 | 22 | < 0.1% |
| 0.875 | 2 | < 0.1% |
| 0.8333 | 4 | < 0.1% |
| 0.7917 | 17 | < 0.1% |
| 0.75 | 23 | < 0.1% |
| 0.7083 | 226 | |
| 0.6667 | 206 | |
| 0.625 | 38 | 0.1% |
LANDAREA_MODE
Real number (ℝ)
HIGH CORRELATION  MISSING  ZEROS 
| Distinct | 2560 |
|---|---|
| Distinct (%) | 12.5% |
| Missing | 28254 |
| Missing (%) | 58.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.065914109 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 2971 |
| Zeros (%) | 6.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 761.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.016525 |
| median | 0.0462 |
| Q3 | 0.0856 |
| 95-th percentile | 0.20181 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.069075 |
Descriptive statistics
| Standard deviation | 0.082879597 |
|---|---|
| Coefficient of variation (CV) | 1.2573878 |
| Kurtosis | 30.735694 |
| Mean | 0.065914109 |
| Median Absolute Deviation (MAD) | 0.0326 |
| Skewness | 4.2107014 |
| Sum | 1350.5801 |
| Variance | 0.0068690276 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2971 | 6.1% |
| 0.0194 | 42 | 0.1% |
| 0.0968 | 34 | 0.1% |
| 0.0248 | 33 | 0.1% |
| 0.0339 | 33 | 0.1% |
| 0.0497 | 33 | 0.1% |
| 0.0144 | 33 | 0.1% |
| 0.0081 | 32 | 0.1% |
| 0.0165 | 32 | 0.1% |
| 0.0323 | 32 | 0.1% |
| Other values (2550) | 17215 | |
| (Missing) | 28254 |
| Value | Count | Frequency (%) |
| 0 | 2971 | |
| 0.0001 | 3 | < 0.1% |
| 0.0002 | 2 | < 0.1% |
| 0.0004 | 2 | < 0.1% |
| 0.0006 | 3 | < 0.1% |
| 0.0008 | 3 | < 0.1% |
| 0.0009 | 2 | < 0.1% |
| 0.001 | 3 | < 0.1% |
| 0.0011 | 2 | < 0.1% |
| 0.0012 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 18 | |
| 0.9338 | 1 | < 0.1% |
| 0.9152 | 1 | < 0.1% |
| 0.9144 | 3 | < 0.1% |
| 0.9076 | 2 | < 0.1% |
| 0.8896 | 2 | < 0.1% |
| 0.8835 | 2 | < 0.1% |
| 0.8741 | 2 | < 0.1% |
| 0.8528 | 1 | < 0.1% |
| 0.8277 | 1 | < 0.1% |
LIVINGAPARTMENTS_MODE
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 602 |
|---|---|
| Distinct (%) | 3.8% |
| Missing | 32780 |
| Missing (%) | 67.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.11087423 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 66 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 761.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.011 |
| Q1 | 0.0551 |
| median | 0.0817 |
| Q3 | 0.1322 |
| 95-th percentile | 0.306565 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.0771 |
Descriptive statistics
| Standard deviation | 0.10398024 |
|---|---|
| Coefficient of variation (CV) | 0.93782149 |
| Kurtosis | 15.139346 |
| Mean | 0.11087423 |
| Median Absolute Deviation (MAD) | 0.0358 |
| Skewness | 3.0400798 |
| Sum | 1769.9962 |
| Variance | 0.010811889 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.0735 | 811 | 1.7% |
| 0.0551 | 803 | 1.6% |
| 0.0826 | 501 | 1.0% |
| 0.0643 | 417 | 0.9% |
| 0.1322 | 365 | 0.7% |
| 0.0918 | 353 | 0.7% |
| 0.0661 | 335 | 0.7% |
| 0.0992 | 271 | 0.6% |
| 0.1102 | 251 | 0.5% |
| 0.0073 | 245 | 0.5% |
| Other values (592) | 11612 | 23.8% |
| (Missing) | 32780 |
| Value | Count | Frequency (%) |
| 0 | 66 | 0.1% |
| 0.0009 | 21 | < 0.1% |
| 0.0018 | 36 | 0.1% |
| 0.0028 | 24 | < 0.1% |
| 0.0037 | 64 | 0.1% |
| 0.0046 | 19 | < 0.1% |
| 0.0055 | 33 | 0.1% |
| 0.0064 | 20 | < 0.1% |
| 0.0073 | 245 | |
| 0.0083 | 23 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 25 | |
| 0.978 | 1 | < 0.1% |
| 0.9532 | 1 | < 0.1% |
| 0.9238 | 1 | < 0.1% |
| 0.9164 | 1 | < 0.1% |
| 0.9155 | 1 | < 0.1% |
| 0.8972 | 1 | < 0.1% |
| 0.8641 | 1 | < 0.1% |
| 0.8503 | 1 | < 0.1% |
| 0.8485 | 1 | < 0.1% |
LIVINGAREA_MODE
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 3842 |
|---|---|
| Distinct (%) | 15.3% |
| Missing | 23552 |
| Missing (%) | 48.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.11068678 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 69 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 761.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0083 |
| Q1 | 0.0456 |
| median | 0.0751 |
| Q3 | 0.1306 |
| 95-th percentile | 0.340745 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.085 |
Descriptive statistics
| Standard deviation | 0.11669879 |
|---|---|
| Coefficient of variation (CV) | 1.0543155 |
| Kurtosis | 12.189077 |
| Mean | 0.11068678 |
| Median Absolute Deviation (MAD) | 0.0395 |
| Skewness | 2.8941448 |
| Sum | 2788.4214 |
| Variance | 0.013618607 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 69 | 0.1% |
| 0.073 | 45 | 0.1% |
| 0.053 | 45 | 0.1% |
| 0.0531 | 44 | 0.1% |
| 0.0102 | 41 | 0.1% |
| 0.0521 | 41 | 0.1% |
| 0.0529 | 39 | 0.1% |
| 0.0556 | 39 | 0.1% |
| 0.0661 | 38 | 0.1% |
| 0.0561 | 38 | 0.1% |
| Other values (3832) | 24753 | |
| (Missing) | 23552 |
| Value | Count | Frequency (%) |
| 0 | 69 | |
| 0.0001 | 5 | < 0.1% |
| 0.0002 | 1 | < 0.1% |
| 0.0003 | 3 | < 0.1% |
| 0.0004 | 2 | < 0.1% |
| 0.0005 | 1 | < 0.1% |
| 0.0006 | 3 | < 0.1% |
| 0.0007 | 6 | < 0.1% |
| 0.0008 | 7 | < 0.1% |
| 0.0009 | 5 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 36 | |
| 0.9922 | 2 | < 0.1% |
| 0.9886 | 1 | < 0.1% |
| 0.9868 | 1 | < 0.1% |
| 0.9845 | 1 | < 0.1% |
| 0.9756 | 1 | < 0.1% |
| 0.9667 | 1 | < 0.1% |
| 0.9412 | 3 | < 0.1% |
| 0.933 | 2 | < 0.1% |
| 0.9315 | 1 | < 0.1% |
NONLIVINGAPARTMENTS_MODE
Real number (ℝ)
HIGH CORRELATION  MISSING  ZEROS 
| Distinct | 106 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 33347 |
| Missing (%) | 68.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0083575437 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 9638 |
| Zeros (%) | 19.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 761.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.0039 |
| 95-th percentile | 0.0272 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.0039 |
Descriptive statistics
| Standard deviation | 0.046657248 |
|---|---|
| Coefficient of variation (CV) | 5.5826508 |
| Kurtosis | 266.61761 |
| Mean | 0.0083575437 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 15.058851 |
| Sum | 128.6811 |
| Variance | 0.0021768988 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 9638 | 19.8% |
| 0.0039 | 2334 | 4.8% |
| 0.0078 | 1039 | 2.1% |
| 0.0117 | 572 | 1.2% |
| 0.0156 | 465 | 1.0% |
| 0.0195 | 260 | 0.5% |
| 0.0233 | 215 | 0.4% |
| 0.0311 | 137 | 0.3% |
| 0.0272 | 134 | 0.3% |
| 0.035 | 92 | 0.2% |
| Other values (96) | 511 | 1.0% |
| (Missing) | 33347 |
| Value | Count | Frequency (%) |
| 0 | 9638 | |
| 0.0039 | 2334 | 4.8% |
| 0.0078 | 1039 | 2.1% |
| 0.0117 | 572 | 1.2% |
| 0.0156 | 465 | 1.0% |
| 0.0195 | 260 | 0.5% |
| 0.0233 | 215 | 0.4% |
| 0.0272 | 134 | 0.3% |
| 0.0311 | 137 | 0.3% |
| 0.035 | 92 | 0.2% |
| Value | Count | Frequency (%) |
| 1 | 12 | |
| 0.9416 | 1 | < 0.1% |
| 0.9339 | 1 | < 0.1% |
| 0.8872 | 1 | < 0.1% |
| 0.8755 | 1 | < 0.1% |
| 0.8638 | 1 | < 0.1% |
| 0.8288 | 1 | < 0.1% |
| 0.7938 | 1 | < 0.1% |
| 0.7549 | 1 | < 0.1% |
| 0.7471 | 1 | < 0.1% |
NONLIVINGAREA_MODE
Real number (ℝ)
HIGH CORRELATION  MISSING  ZEROS 
| Distinct | 2025 |
|---|---|
| Distinct (%) | 8.9% |
| Missing | 26084 |
| Missing (%) | 53.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.028161478 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 10922 |
| Zeros (%) | 22.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 761.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.0012 |
| Q3 | 0.0245 |
| 95-th percentile | 0.13421 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.0245 |
Descriptive statistics
| Standard deviation | 0.073504032 |
|---|---|
| Coefficient of variation (CV) | 2.6100914 |
| Kurtosis | 61.468852 |
| Mean | 0.028161478 |
| Median Absolute Deviation (MAD) | 0.0012 |
| Skewness | 6.4996709 |
| Sum | 638.1391 |
| Variance | 0.0054028428 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 10922 | |
| 0.0011 | 99 | 0.2% |
| 0.0013 | 73 | 0.1% |
| 0.0012 | 70 | 0.1% |
| 0.0026 | 69 | 0.1% |
| 0.0033 | 67 | 0.1% |
| 0.0047 | 64 | 0.1% |
| 0.0038 | 63 | 0.1% |
| 0.0046 | 63 | 0.1% |
| 0.0055 | 63 | 0.1% |
| Other values (2015) | 11107 | |
| (Missing) | 26084 |
| Value | Count | Frequency (%) |
| 0 | 10922 | |
| 0.0001 | 20 | < 0.1% |
| 0.0002 | 19 | < 0.1% |
| 0.0003 | 6 | < 0.1% |
| 0.0004 | 14 | < 0.1% |
| 0.0005 | 24 | < 0.1% |
| 0.0006 | 42 | 0.1% |
| 0.0007 | 32 | 0.1% |
| 0.0008 | 40 | 0.1% |
| 0.0009 | 24 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 26 | |
| 0.984 | 1 | < 0.1% |
| 0.9633 | 1 | < 0.1% |
| 0.9343 | 1 | < 0.1% |
| 0.9159 | 1 | < 0.1% |
| 0.8925 | 1 | < 0.1% |
| 0.8868 | 1 | < 0.1% |
| 0.878 | 1 | < 0.1% |
| 0.8455 | 1 | < 0.1% |
| 0.8363 | 2 | < 0.1% |
APARTMENTS_MEDI
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 918 |
|---|---|
| Distinct (%) | 3.7% |
| Missing | 23887 |
| Missing (%) | 49.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.12280868 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 123 |
| Zeros (%) | 0.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 761.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0115 |
| Q1 | 0.0625 |
| median | 0.0926 |
| Q3 | 0.1499 |
| 95-th percentile | 0.3373 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.0874 |
Descriptive statistics
| Standard deviation | 0.11418417 |
|---|---|
| Coefficient of variation (CV) | 0.92977279 |
| Kurtosis | 11.813834 |
| Mean | 0.12280868 |
| Median Absolute Deviation (MAD) | 0.0426 |
| Skewness | 2.7377328 |
| Sum | 3052.6553 |
| Variance | 0.013038024 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.0833 | 1169 | 2.4% |
| 0.0625 | 1090 | 2.2% |
| 0.0937 | 811 | 1.7% |
| 0.0729 | 670 | 1.4% |
| 0.1499 | 523 | 1.1% |
| 0.1041 | 493 | 1.0% |
| 0.0083 | 487 | 1.0% |
| 0.0125 | 444 | 0.9% |
| 0.0167 | 430 | 0.9% |
| 0.0749 | 402 | 0.8% |
| Other values (908) | 18338 | |
| (Missing) | 23887 |
| Value | Count | Frequency (%) |
| 0 | 123 | |
| 0.001 | 29 | 0.1% |
| 0.0016 | 2 | < 0.1% |
| 0.0021 | 105 | |
| 0.0026 | 1 | < 0.1% |
| 0.0031 | 54 | 0.1% |
| 0.0036 | 3 | < 0.1% |
| 0.0042 | 146 | |
| 0.0047 | 4 | < 0.1% |
| 0.0052 | 29 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 35 | |
| 0.9795 | 1 | < 0.1% |
| 0.9753 | 1 | < 0.1% |
| 0.967 | 2 | < 0.1% |
| 0.9654 | 1 | < 0.1% |
| 0.9649 | 2 | < 0.1% |
| 0.9399 | 2 | < 0.1% |
| 0.9295 | 1 | < 0.1% |
| 0.9108 | 1 | < 0.1% |
| 0.9098 | 1 | < 0.1% |
BASEMENTAREA_MEDI
Real number (ℝ)
HIGH CORRELATION  MISSING  ZEROS 
| Distinct | 2805 |
|---|---|
| Distinct (%) | 13.3% |
| Missing | 27641 |
| Missing (%) | 56.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0895291 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 2279 |
| Zeros (%) | 4.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 761.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.04615 |
| median | 0.0778 |
| Q3 | 0.113 |
| 95-th percentile | 0.22548 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.06685 |
Descriptive statistics
| Standard deviation | 0.08102219 |
|---|---|
| Coefficient of variation (CV) | 0.90498162 |
| Kurtosis | 24.484487 |
| Mean | 0.0895291 |
| Median Absolute Deviation (MAD) | 0.0333 |
| Skewness | 3.410186 |
| Sum | 1889.3326 |
| Variance | 0.0065645953 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2279 | 4.7% |
| 0.1091 | 60 | 0.1% |
| 0.0545 | 47 | 0.1% |
| 0.0727 | 47 | 0.1% |
| 0.0818 | 46 | 0.1% |
| 0.0655 | 44 | 0.1% |
| 0.0804 | 44 | 0.1% |
| 0.0803 | 42 | 0.1% |
| 0.0795 | 41 | 0.1% |
| 0.0785 | 40 | 0.1% |
| Other values (2795) | 18413 | |
| (Missing) | 27641 |
| Value | Count | Frequency (%) |
| 0 | 2279 | |
| 0.0001 | 16 | < 0.1% |
| 0.0002 | 3 | < 0.1% |
| 0.0003 | 3 | < 0.1% |
| 0.0004 | 7 | < 0.1% |
| 0.0005 | 8 | < 0.1% |
| 0.0006 | 1 | < 0.1% |
| 0.0007 | 2 | < 0.1% |
| 0.0008 | 7 | < 0.1% |
| 0.0009 | 7 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 21 | |
| 0.9636 | 1 | < 0.1% |
| 0.9169 | 1 | < 0.1% |
| 0.8246 | 2 | < 0.1% |
| 0.8165 | 1 | < 0.1% |
| 0.8152 | 1 | < 0.1% |
| 0.815 | 1 | < 0.1% |
| 0.7891 | 1 | < 0.1% |
| 0.7547 | 1 | < 0.1% |
| 0.7517 | 1 | < 0.1% |
YEARS_BEGINEXPLUATATION_MEDI
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 169 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 22856 |
| Missing (%) | 46.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.97882204 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 61 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 761.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.9692 |
| Q1 | 0.9767 |
| median | 0.9816 |
| Q3 | 0.9866 |
| 95-th percentile | 0.996 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.0099 |
Descriptive statistics
| Standard deviation | 0.049662865 |
|---|---|
| Coefficient of variation (CV) | 0.050737379 |
| Kurtosis | 357.74207 |
| Mean | 0.97882204 |
| Median Absolute Deviation (MAD) | 0.005 |
| Skewness | -18.558535 |
| Sum | 25339.745 |
| Variance | 0.0024664001 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.9866 | 733 | 1.5% |
| 0.9871 | 714 | 1.5% |
| 0.9846 | 696 | 1.4% |
| 0.9856 | 685 | 1.4% |
| 0.9776 | 675 | 1.4% |
| 0.9791 | 671 | 1.4% |
| 0.9861 | 671 | 1.4% |
| 0.9851 | 661 | 1.4% |
| 0.9806 | 660 | 1.4% |
| 0.9801 | 658 | 1.3% |
| Other values (159) | 19064 | |
| (Missing) | 22856 |
| Value | Count | Frequency (%) |
| 0 | 61 | |
| 0.4704 | 1 | < 0.1% |
| 0.4863 | 1 | < 0.1% |
| 0.4878 | 2 | < 0.1% |
| 0.4893 | 1 | < 0.1% |
| 0.4903 | 1 | < 0.1% |
| 0.4908 | 1 | < 0.1% |
| 0.4913 | 1 | < 0.1% |
| 0.4918 | 1 | < 0.1% |
| 0.4933 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 11 | < 0.1% |
| 0.9995 | 98 | |
| 0.999 | 176 | |
| 0.9985 | 183 | |
| 0.998 | 191 | |
| 0.9975 | 204 | |
| 0.997 | 181 | |
| 0.9965 | 188 | |
| 0.996 | 152 | |
| 0.9955 | 161 |
YEARS_BUILD_MEDI
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 129 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 31818 |
| Missing (%) | 65.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.75434362 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 19 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 761.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.6042 |
| Q1 | 0.6914 |
| median | 0.7585 |
| Q3 | 0.8189 |
| 95-th percentile | 0.953 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.1275 |
Descriptive statistics
| Standard deviation | 0.11199768 |
|---|---|
| Coefficient of variation (CV) | 0.14847037 |
| Kurtosis | 4.3580145 |
| Mean | 0.75434362 |
| Median Absolute Deviation (MAD) | 0.0671 |
| Skewness | -0.89192699 |
| Sum | 12768.02 |
| Variance | 0.012543479 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.8256 | 516 | 1.1% |
| 0.8189 | 487 | 1.0% |
| 0.8121 | 465 | 1.0% |
| 0.7249 | 459 | 0.9% |
| 0.792 | 456 | 0.9% |
| 0.7451 | 445 | 0.9% |
| 0.7987 | 443 | 0.9% |
| 0.6981 | 443 | 0.9% |
| 0.8054 | 442 | 0.9% |
| 0.7786 | 442 | 0.9% |
| Other values (119) | 12328 | 25.3% |
| (Missing) | 31818 |
| Value | Count | Frequency (%) |
| 0 | 19 | |
| 0.0205 | 1 | < 0.1% |
| 0.0674 | 1 | < 0.1% |
| 0.0809 | 2 | < 0.1% |
| 0.0943 | 1 | < 0.1% |
| 0.1077 | 1 | < 0.1% |
| 0.1144 | 1 | < 0.1% |
| 0.1211 | 1 | < 0.1% |
| 0.1278 | 1 | < 0.1% |
| 0.1547 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 9 | < 0.1% |
| 0.9933 | 76 | |
| 0.9866 | 114 | |
| 0.9799 | 136 | |
| 0.9732 | 135 | |
| 0.9665 | 144 | |
| 0.9597 | 136 | |
| 0.953 | 138 | |
| 0.9463 | 116 | |
| 0.9396 | 107 |
COMMONAREA_MEDI
Real number (ℝ)
HIGH CORRELATION  MISSING  ZEROS 
| Distinct | 2034 |
|---|---|
| Distinct (%) | 13.3% |
| Missing | 33495 |
| Missing (%) | 68.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.047420382 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 1425 |
| Zeros (%) | 2.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 761.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.008 |
| median | 0.0223 |
| Q3 | 0.0538 |
| 95-th percentile | 0.17416 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.0458 |
Descriptive statistics
| Standard deviation | 0.082892205 |
|---|---|
| Coefficient of variation (CV) | 1.7480291 |
| Kurtosis | 44.565785 |
| Mean | 0.047420382 |
| Median Absolute Deviation (MAD) | 0.0181 |
| Skewness | 5.5165341 |
| Sum | 723.1134 |
| Variance | 0.0068711176 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1425 | 2.9% |
| 0.0079 | 94 | 0.2% |
| 0.008 | 85 | 0.2% |
| 0.0078 | 70 | 0.1% |
| 0.0014 | 59 | 0.1% |
| 0.0087 | 58 | 0.1% |
| 0.0077 | 55 | 0.1% |
| 0.0086 | 54 | 0.1% |
| 0.0081 | 53 | 0.1% |
| 0.0126 | 52 | 0.1% |
| Other values (2024) | 13244 | 27.2% |
| (Missing) | 33495 |
| Value | Count | Frequency (%) |
| 0 | 1425 | |
| 0.0001 | 13 | < 0.1% |
| 0.0002 | 12 | < 0.1% |
| 0.0003 | 7 | < 0.1% |
| 0.0004 | 9 | < 0.1% |
| 0.0005 | 14 | < 0.1% |
| 0.0006 | 25 | 0.1% |
| 0.0007 | 24 | < 0.1% |
| 0.0008 | 26 | 0.1% |
| 0.0009 | 24 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 19 | |
| 0.9674 | 1 | < 0.1% |
| 0.9613 | 1 | < 0.1% |
| 0.9398 | 1 | < 0.1% |
| 0.9336 | 1 | < 0.1% |
| 0.8938 | 1 | < 0.1% |
| 0.8932 | 2 | < 0.1% |
| 0.8864 | 1 | < 0.1% |
| 0.8794 | 2 | < 0.1% |
| 0.8755 | 1 | < 0.1% |
ELEVATORS_MEDI
Real number (ℝ)
HIGH CORRELATION  MISSING  ZEROS 
| Distinct | 43 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 25189 |
| Missing (%) | 51.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.084128211 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 13738 |
| Zeros (%) | 28.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 761.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.16 |
| 95-th percentile | 0.36 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.16 |
Descriptive statistics
| Standard deviation | 0.13901438 |
|---|---|
| Coefficient of variation (CV) | 1.6524109 |
| Kurtosis | 7.1325399 |
| Mean | 0.084128211 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.338353 |
| Sum | 1981.64 |
| Variance | 0.019324997 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 13738 | |
| 0.08 | 1844 | 3.8% |
| 0.16 | 1686 | 3.5% |
| 0.24 | 1127 | 2.3% |
| 0.12 | 978 | 2.0% |
| 0.04 | 782 | 1.6% |
| 0.2 | 718 | 1.5% |
| 0.32 | 513 | 1.1% |
| 0.28 | 398 | 0.8% |
| 0.4 | 334 | 0.7% |
| Other values (33) | 1437 | 2.9% |
| (Missing) | 25189 |
| Value | Count | Frequency (%) |
| 0 | 13738 | |
| 0.02 | 65 | 0.1% |
| 0.04 | 782 | 1.6% |
| 0.06 | 69 | 0.1% |
| 0.08 | 1844 | 3.8% |
| 0.1 | 84 | 0.2% |
| 0.12 | 978 | 2.0% |
| 0.14 | 64 | 0.1% |
| 0.16 | 1686 | 3.5% |
| 0.18 | 61 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 24 | |
| 0.96 | 17 | |
| 0.92 | 2 | < 0.1% |
| 0.88 | 16 | |
| 0.84 | 11 | < 0.1% |
| 0.8 | 28 | |
| 0.78 | 1 | < 0.1% |
| 0.76 | 6 | < 0.1% |
| 0.74 | 1 | < 0.1% |
| 0.72 | 36 |
ENTRANCES_MEDI
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 43 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 23579 |
| Missing (%) | 48.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.15120016 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 38 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 761.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0345 |
| Q1 | 0.069 |
| median | 0.1379 |
| Q3 | 0.2069 |
| 95-th percentile | 0.3103 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.1379 |
Descriptive statistics
| Standard deviation | 0.10093068 |
|---|---|
| Coefficient of variation (CV) | 0.66753021 |
| Kurtosis | 12.411909 |
| Mean | 0.15120016 |
| Median Absolute Deviation (MAD) | 0.0689 |
| Skewness | 2.4809823 |
| Sum | 3804.9521 |
| Variance | 0.010187001 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.1379 | 5959 | 12.2% |
| 0.069 | 3869 | 7.9% |
| 0.2069 | 3372 | 6.9% |
| 0.1034 | 3312 | 6.8% |
| 0.0345 | 2515 | 5.2% |
| 0.1724 | 1616 | 3.3% |
| 0.2759 | 1345 | 2.8% |
| 0.2414 | 733 | 1.5% |
| 0.3448 | 381 | 0.8% |
| 0.3103 | 362 | 0.7% |
| Other values (33) | 1701 | 3.5% |
| (Missing) | 23579 |
| Value | Count | Frequency (%) |
| 0 | 38 | 0.1% |
| 0.0345 | 2515 | |
| 0.0517 | 104 | 0.2% |
| 0.069 | 3869 | |
| 0.0862 | 208 | 0.4% |
| 0.1034 | 3312 | |
| 0.1207 | 226 | 0.5% |
| 0.1379 | 5959 | |
| 0.1552 | 148 | 0.3% |
| 0.1724 | 1616 | 3.3% |
| Value | Count | Frequency (%) |
| 1 | 29 | |
| 0.9655 | 6 | < 0.1% |
| 0.931 | 6 | < 0.1% |
| 0.8966 | 7 | < 0.1% |
| 0.8621 | 2 | < 0.1% |
| 0.8276 | 7 | < 0.1% |
| 0.7931 | 7 | < 0.1% |
| 0.7586 | 13 | |
| 0.7241 | 11 | < 0.1% |
| 0.6897 | 19 |
FLOORSMAX_MEDI
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 47 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 23321 |
| Missing (%) | 47.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.23315364 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 425 |
| Zeros (%) | 0.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 761.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0417 |
| Q1 | 0.1667 |
| median | 0.1667 |
| Q3 | 0.3333 |
| 95-th percentile | 0.5417 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.1666 |
Descriptive statistics
| Standard deviation | 0.14762901 |
|---|---|
| Coefficient of variation (CV) | 0.63318339 |
| Kurtosis | 2.5875297 |
| Mean | 0.23315364 |
| Median Absolute Deviation (MAD) | 0.0834 |
| Skewness | 1.2653564 |
| Sum | 5927.465 |
| Variance | 0.021794325 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.1667 | 10443 | |
| 0.3333 | 5753 | 11.8% |
| 0.0417 | 2203 | 4.5% |
| 0.375 | 1463 | 3.0% |
| 0.125 | 1065 | 2.2% |
| 0.0833 | 1017 | 2.1% |
| 0.4583 | 502 | 1.0% |
| 0 | 425 | 0.9% |
| 0.625 | 336 | 0.7% |
| 0.6667 | 329 | 0.7% |
| Other values (37) | 1887 | 3.9% |
| (Missing) | 23321 |
| Value | Count | Frequency (%) |
| 0 | 425 | 0.9% |
| 0.0208 | 20 | < 0.1% |
| 0.0417 | 2203 | 4.5% |
| 0.0625 | 30 | 0.1% |
| 0.0833 | 1017 | 2.1% |
| 0.1042 | 62 | 0.1% |
| 0.125 | 1065 | 2.2% |
| 0.1458 | 58 | 0.1% |
| 0.1667 | 10443 | |
| 0.1875 | 50 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 36 | |
| 0.9583 | 17 | < 0.1% |
| 0.9375 | 1 | < 0.1% |
| 0.9167 | 13 | < 0.1% |
| 0.875 | 44 | |
| 0.8542 | 1 | < 0.1% |
| 0.8333 | 6 | < 0.1% |
| 0.8125 | 1 | < 0.1% |
| 0.7917 | 14 | < 0.1% |
| 0.7708 | 4 | < 0.1% |
FLOORSMIN_MEDI
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 44 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 32466 |
| Missing (%) | 66.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.23784589 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 397 |
| Zeros (%) | 0.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 761.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0417 |
| Q1 | 0.0833 |
| median | 0.2083 |
| Q3 | 0.375 |
| 95-th percentile | 0.5417 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.2917 |
Descriptive statistics
| Standard deviation | 0.1652406 |
|---|---|
| Coefficient of variation (CV) | 0.69473808 |
| Kurtosis | 1.2276298 |
| Mean | 0.23784589 |
| Median Absolute Deviation (MAD) | 0.1666 |
| Skewness | 0.92818402 |
| Sum | 3871.6554 |
| Variance | 0.027304455 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.2083 | 5500 | 11.3% |
| 0.375 | 3205 | 6.6% |
| 0.0417 | 2920 | 6.0% |
| 0.0833 | 755 | 1.5% |
| 0.4167 | 722 | 1.5% |
| 0.125 | 527 | 1.1% |
| 0.1667 | 506 | 1.0% |
| 0 | 397 | 0.8% |
| 0.5 | 288 | 0.6% |
| 0.7083 | 219 | 0.4% |
| Other values (34) | 1239 | 2.5% |
| (Missing) | 32466 |
| Value | Count | Frequency (%) |
| 0 | 397 | 0.8% |
| 0.0208 | 6 | < 0.1% |
| 0.0417 | 2920 | |
| 0.0625 | 7 | < 0.1% |
| 0.0833 | 755 | 1.5% |
| 0.1042 | 24 | < 0.1% |
| 0.125 | 527 | 1.1% |
| 0.1458 | 27 | 0.1% |
| 0.1667 | 506 | 1.0% |
| 0.1875 | 18 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 24 | < 0.1% |
| 0.9583 | 5 | < 0.1% |
| 0.9167 | 23 | < 0.1% |
| 0.875 | 5 | < 0.1% |
| 0.8333 | 5 | < 0.1% |
| 0.8125 | 3 | < 0.1% |
| 0.7917 | 14 | < 0.1% |
| 0.75 | 28 | 0.1% |
| 0.7292 | 1 | < 0.1% |
| 0.7083 | 219 |
LANDAREA_MEDI
Real number (ℝ)
HIGH CORRELATION  MISSING  ZEROS 
| Distinct | 2562 |
|---|---|
| Distinct (%) | 12.5% |
| Missing | 28254 |
| Missing (%) | 58.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.068069019 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 2708 |
| Zeros (%) | 5.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 761.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.019 |
| median | 0.0488 |
| Q3 | 0.088 |
| 95-th percentile | 0.20331 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.069 |
Descriptive statistics
| Standard deviation | 0.082868714 |
|---|---|
| Coefficient of variation (CV) | 1.2174219 |
| Kurtosis | 30.806349 |
| Mean | 0.068069019 |
| Median Absolute Deviation (MAD) | 0.033 |
| Skewness | 4.2014443 |
| Sum | 1394.7342 |
| Variance | 0.0068672238 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2708 | 5.6% |
| 0.0321 | 36 | 0.1% |
| 0.0193 | 34 | 0.1% |
| 0.0116 | 33 | 0.1% |
| 0.0143 | 32 | 0.1% |
| 0.0578 | 32 | 0.1% |
| 0.0161 | 31 | 0.1% |
| 0.0337 | 31 | 0.1% |
| 0.0963 | 30 | 0.1% |
| 0.0401 | 30 | 0.1% |
| Other values (2552) | 17493 | |
| (Missing) | 28254 |
| Value | Count | Frequency (%) |
| 0 | 2708 | |
| 0.0001 | 2 | < 0.1% |
| 0.0002 | 2 | < 0.1% |
| 0.0003 | 1 | < 0.1% |
| 0.0004 | 3 | < 0.1% |
| 0.0006 | 2 | < 0.1% |
| 0.0008 | 2 | < 0.1% |
| 0.0009 | 2 | < 0.1% |
| 0.001 | 2 | < 0.1% |
| 0.0011 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 18 | |
| 0.9947 | 1 | < 0.1% |
| 0.9289 | 1 | < 0.1% |
| 0.9103 | 1 | < 0.1% |
| 0.9095 | 3 | < 0.1% |
| 0.9028 | 2 | < 0.1% |
| 0.8849 | 2 | < 0.1% |
| 0.8789 | 2 | < 0.1% |
| 0.8695 | 2 | < 0.1% |
| 0.8483 | 1 | < 0.1% |
LIVINGAPARTMENTS_MEDI
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 843 |
|---|---|
| Distinct (%) | 5.3% |
| Missing | 32780 |
| Missing (%) | 67.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.10706329 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 47 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 761.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.012 |
| Q1 | 0.0513 |
| median | 0.077 |
| Q3 | 0.1266 |
| 95-th percentile | 0.2916 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.0753 |
Descriptive statistics
| Standard deviation | 0.099736843 |
|---|---|
| Coefficient of variation (CV) | 0.93156899 |
| Kurtosis | 17.030445 |
| Mean | 0.10706329 |
| Median Absolute Deviation (MAD) | 0.0325 |
| Skewness | 3.1714293 |
| Sum | 1709.1584 |
| Variance | 0.0099474378 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.0684 | 769 | 1.6% |
| 0.0513 | 725 | 1.5% |
| 0.077 | 504 | 1.0% |
| 0.0599 | 410 | 0.8% |
| 0.0855 | 348 | 0.7% |
| 0.1231 | 342 | 0.7% |
| 0.0616 | 283 | 0.6% |
| 0.1026 | 257 | 0.5% |
| 0.0923 | 252 | 0.5% |
| 0.0068 | 221 | 0.5% |
| Other values (833) | 11853 | 24.3% |
| (Missing) | 32780 |
| Value | Count | Frequency (%) |
| 0 | 47 | |
| 0.0009 | 14 | < 0.1% |
| 0.0017 | 27 | |
| 0.0026 | 19 | < 0.1% |
| 0.0034 | 59 | |
| 0.0038 | 1 | < 0.1% |
| 0.0043 | 21 | < 0.1% |
| 0.0051 | 32 | |
| 0.006 | 18 | < 0.1% |
| 0.0064 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 23 | |
| 0.9808 | 2 | < 0.1% |
| 0.9662 | 1 | < 0.1% |
| 0.9509 | 2 | < 0.1% |
| 0.9312 | 1 | < 0.1% |
| 0.9107 | 1 | < 0.1% |
| 0.8876 | 1 | < 0.1% |
| 0.8602 | 1 | < 0.1% |
| 0.8534 | 1 | < 0.1% |
| 0.8525 | 1 | < 0.1% |
LIVINGAREA_MEDI
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 3885 |
|---|---|
| Distinct (%) | 15.4% |
| Missing | 23552 |
| Missing (%) | 48.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.11336773 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 49 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 761.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0089 |
| Q1 | 0.049 |
| median | 0.0776 |
| Q3 | 0.137425 |
| 95-th percentile | 0.345535 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.088425 |
Descriptive statistics
| Standard deviation | 0.11650288 |
|---|---|
| Coefficient of variation (CV) | 1.0276547 |
| Kurtosis | 11.771549 |
| Mean | 0.11336773 |
| Median Absolute Deviation (MAD) | 0.039 |
| Skewness | 2.8284033 |
| Sum | 2855.9599 |
| Variance | 0.013572921 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 49 | 0.1% |
| 0.0548 | 44 | 0.1% |
| 0.0519 | 44 | 0.1% |
| 0.0713 | 42 | 0.1% |
| 0.0518 | 39 | 0.1% |
| 0.0525 | 39 | 0.1% |
| 0.0644 | 39 | 0.1% |
| 0.0645 | 39 | 0.1% |
| 0.0522 | 38 | 0.1% |
| 0.0709 | 38 | 0.1% |
| Other values (3875) | 24781 | |
| (Missing) | 23552 |
| Value | Count | Frequency (%) |
| 0 | 49 | |
| 0.0001 | 3 | < 0.1% |
| 0.0002 | 1 | < 0.1% |
| 0.0003 | 2 | < 0.1% |
| 0.0004 | 2 | < 0.1% |
| 0.0005 | 1 | < 0.1% |
| 0.0006 | 3 | < 0.1% |
| 0.0007 | 3 | < 0.1% |
| 0.0008 | 5 | < 0.1% |
| 0.0009 | 5 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 31 | |
| 0.9931 | 1 | < 0.1% |
| 0.9877 | 2 | < 0.1% |
| 0.977 | 4 | < 0.1% |
| 0.9694 | 2 | < 0.1% |
| 0.9659 | 1 | < 0.1% |
| 0.9641 | 1 | < 0.1% |
| 0.9619 | 1 | < 0.1% |
| 0.9532 | 1 | < 0.1% |
| 0.9445 | 1 | < 0.1% |
NONLIVINGAPARTMENTS_MEDI
Real number (ℝ)
HIGH CORRELATION  MISSING  ZEROS 
| Distinct | 134 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 33347 |
| Missing (%) | 68.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.008978853 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 9117 |
| Zeros (%) | 18.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 761.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.0039 |
| 95-th percentile | 0.0311 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.0039 |
Descriptive statistics
| Standard deviation | 0.048148473 |
|---|---|
| Coefficient of variation (CV) | 5.3624302 |
| Kurtosis | 244.47737 |
| Mean | 0.008978853 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 14.403746 |
| Sum | 138.2474 |
| Variance | 0.0023182754 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 9117 | 18.7% |
| 0.0039 | 2341 | 4.8% |
| 0.0078 | 1054 | 2.2% |
| 0.0116 | 592 | 1.2% |
| 0.0155 | 483 | 1.0% |
| 0.0194 | 263 | 0.5% |
| 0.0233 | 217 | 0.4% |
| 0.0019 | 208 | 0.4% |
| 0.0272 | 141 | 0.3% |
| 0.0311 | 133 | 0.3% |
| Other values (124) | 848 | 1.7% |
| (Missing) | 33347 |
| Value | Count | Frequency (%) |
| 0 | 9117 | |
| 0.0019 | 208 | 0.4% |
| 0.0039 | 2341 | 4.8% |
| 0.0058 | 92 | 0.2% |
| 0.0078 | 1054 | 2.2% |
| 0.0097 | 33 | 0.1% |
| 0.0116 | 592 | 1.2% |
| 0.0136 | 31 | 0.1% |
| 0.0155 | 483 | 1.0% |
| 0.0175 | 14 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 13 | |
| 0.9394 | 1 | < 0.1% |
| 0.8851 | 1 | < 0.1% |
| 0.8734 | 1 | < 0.1% |
| 0.8618 | 1 | < 0.1% |
| 0.8268 | 1 | < 0.1% |
| 0.7919 | 1 | < 0.1% |
| 0.7531 | 1 | < 0.1% |
| 0.7453 | 1 | < 0.1% |
| 0.7104 | 1 | < 0.1% |
NONLIVINGAREA_MEDI
Real number (ℝ)
HIGH CORRELATION  MISSING  ZEROS 
| Distinct | 2030 |
|---|---|
| Distinct (%) | 9.0% |
| Missing | 26084 |
| Missing (%) | 53.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.029296289 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 9867 |
| Zeros (%) | 20.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 761.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.0031 |
| Q3 | 0.028025 |
| 95-th percentile | 0.1343 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.028025 |
Descriptive statistics
| Standard deviation | 0.072997973 |
|---|---|
| Coefficient of variation (CV) | 2.491714 |
| Kurtosis | 61.711661 |
| Mean | 0.029296289 |
| Median Absolute Deviation (MAD) | 0.0031 |
| Skewness | 6.4696137 |
| Sum | 663.8539 |
| Variance | 0.0053287041 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 9867 | 20.2% |
| 0.0012 | 97 | 0.2% |
| 0.0023 | 82 | 0.2% |
| 0.0025 | 77 | 0.2% |
| 0.0037 | 75 | 0.2% |
| 0.0013 | 73 | 0.1% |
| 0.0031 | 72 | 0.1% |
| 0.001 | 70 | 0.1% |
| 0.0022 | 69 | 0.1% |
| 0.0036 | 68 | 0.1% |
| Other values (2020) | 12110 | |
| (Missing) | 26084 |
| Value | Count | Frequency (%) |
| 0 | 9867 | |
| 0.0001 | 23 | < 0.1% |
| 0.0002 | 12 | < 0.1% |
| 0.0003 | 13 | < 0.1% |
| 0.0004 | 24 | < 0.1% |
| 0.0005 | 28 | 0.1% |
| 0.0006 | 32 | 0.1% |
| 0.0007 | 53 | 0.1% |
| 0.0008 | 22 | < 0.1% |
| 0.0009 | 39 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 27 | |
| 0.949 | 1 | < 0.1% |
| 0.929 | 1 | < 0.1% |
| 0.9233 | 2 | < 0.1% |
| 0.9011 | 1 | < 0.1% |
| 0.8833 | 1 | < 0.1% |
| 0.8607 | 1 | < 0.1% |
| 0.8552 | 1 | < 0.1% |
| 0.8468 | 1 | < 0.1% |
| 0.8154 | 1 | < 0.1% |
FONDKAPREMONT_MODE
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 32797 |
| Missing (%) | 67.3% |
| Memory size | 3.1 MiB |
| reg oper account | |
|---|---|
| reg oper spec account | |
| org spec account | 920 |
| not specified | 913 |
Length
| Max length | 21 |
|---|---|
| Median length | 16 |
| Mean length | 16.452185 |
| Min length | 13 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | reg oper account |
|---|---|
| 2nd row | reg oper spec account |
| 3rd row | reg oper account |
| 4th row | not specified |
| 5th row | reg oper spec account |
Common Values
| Value | Count | Frequency (%) |
| reg oper account | 12124 | 24.9% |
| reg oper spec account | 1990 | 4.1% |
| org spec account | 920 | 1.9% |
| not specified | 913 | 1.9% |
| (Missing) | 32797 |
Length
Common Values (Plot)
HOUSETYPE_MODE
Categorical
HIGH CORRELATION  IMBALANCE  MISSING 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 23619 |
| Missing (%) | 48.5% |
| Memory size | 3.1 MiB |
| block of flats | |
|---|---|
| specific housing | 262 |
| terraced house | 204 |
Length
| Max length | 16 |
|---|---|
| Median length | 14 |
| Mean length | 14.020856 |
| Min length | 14 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | block of flats |
|---|---|
| 2nd row | block of flats |
| 3rd row | block of flats |
| 4th row | block of flats |
| 5th row | block of flats |
Common Values
| Value | Count | Frequency (%) |
| block of flats | 24659 | |
| specific housing | 262 | 0.5% |
| terraced house | 204 | 0.4% |
| (Missing) | 23619 |
Length
Common Values (Plot)
TOTALAREA_MODE
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 3820 |
|---|---|
| Distinct (%) | 14.6% |
| Missing | 22624 |
| Missing (%) | 46.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.10712853 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 73 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 761.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0075 |
| Q1 | 0.0432 |
| median | 0.0707 |
| Q3 | 0.1357 |
| 95-th percentile | 0.3203 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.0925 |
Descriptive statistics
| Standard deviation | 0.11141991 |
|---|---|
| Coefficient of variation (CV) | 1.0400582 |
| Kurtosis | 11.865591 |
| Mean | 0.10712853 |
| Median Absolute Deviation (MAD) | 0.0381 |
| Skewness | 2.7854919 |
| Sum | 2798.1973 |
| Variance | 0.012414397 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 73 | 0.1% |
| 0.0688 | 49 | 0.1% |
| 0.0551 | 43 | 0.1% |
| 0.0538 | 41 | 0.1% |
| 0.0541 | 40 | 0.1% |
| 0.05 | 39 | 0.1% |
| 0.0548 | 38 | 0.1% |
| 0.057 | 38 | 0.1% |
| 0.0064 | 38 | 0.1% |
| 0.06 | 38 | 0.1% |
| Other values (3810) | 25683 | |
| (Missing) | 22624 |
| Value | Count | Frequency (%) |
| 0 | 73 | |
| 0.0001 | 3 | < 0.1% |
| 0.0003 | 6 | < 0.1% |
| 0.0005 | 3 | < 0.1% |
| 0.0006 | 8 | < 0.1% |
| 0.0007 | 3 | < 0.1% |
| 0.0008 | 10 | < 0.1% |
| 0.0009 | 8 | < 0.1% |
| 0.001 | 12 | < 0.1% |
| 0.0011 | 10 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 31 | |
| 0.9973 | 1 | < 0.1% |
| 0.979 | 1 | < 0.1% |
| 0.9746 | 1 | < 0.1% |
| 0.971 | 1 | < 0.1% |
| 0.956 | 1 | < 0.1% |
| 0.9484 | 1 | < 0.1% |
| 0.9468 | 1 | < 0.1% |
| 0.9386 | 2 | < 0.1% |
| 0.9127 | 1 | < 0.1% |
WALLSMATERIAL_MODE
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 23893 |
| Missing (%) | 49.0% |
| Memory size | 3.0 MiB |
| Panel | |
|---|---|
| Stone, brick | |
| Block | |
| Wooden | 794 |
| Mixed | 353 |
| Other values (2) | 573 |
Length
| Max length | 12 |
|---|---|
| Median length | 5 |
| Mean length | 8.0405617 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Stone, brick |
|---|---|
| 2nd row | Stone, brick |
| 3rd row | Panel |
| 4th row | Panel |
| 5th row | Panel |
Common Values
| Value | Count | Frequency (%) |
| Panel | 11269 | |
| Stone, brick | 10434 | |
| Block | 1428 | 2.9% |
| Wooden | 794 | 1.6% |
| Mixed | 353 | 0.7% |
| Monolithic | 289 | 0.6% |
| Others | 284 | 0.6% |
| (Missing) | 23893 |
Length
Common Values (Plot)
EMERGENCYSTATE_MODE
Boolean
HIGH CORRELATION  IMBALANCE  MISSING 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 22209 |
| Missing (%) | 45.6% |
| Memory size | 476.0 KiB |
| False | |
|---|---|
| True | 356 |
| (Missing) |
| Value | Count | Frequency (%) |
| False | 26179 | |
| True | 356 | 0.7% |
| (Missing) | 22209 |
OBS_30_CNT_SOCIAL_CIRCLE
Real number (ℝ)
HIGH CORRELATION  SKEWED  ZEROS 
| Distinct | 28 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 29 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.4476445 |
| Minimum | 0 |
|---|---|
| Maximum | 354 |
| Zeros | 26025 |
| Zeros (%) | 53.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 761.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2 |
| 95-th percentile | 6 |
| Maximum | 354 |
| Range | 354 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 3.6080533 |
|---|---|
| Coefficient of variation (CV) | 2.4923615 |
| Kurtosis | 5550.4297 |
| Mean | 1.4476445 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 57.638489 |
| Sum | 70522 |
| Variance | 13.018049 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 26025 | |
| 1 | 7765 | 15.9% |
| 2 | 4751 | 9.7% |
| 3 | 3269 | 6.7% |
| 4 | 2202 | 4.5% |
| 5 | 1467 | 3.0% |
| 6 | 1034 | 2.1% |
| 7 | 695 | 1.4% |
| 8 | 486 | 1.0% |
| 9 | 344 | 0.7% |
| Other values (18) | 677 | 1.4% |
| Value | Count | Frequency (%) |
| 0 | 26025 | |
| 1 | 7765 | 15.9% |
| 2 | 4751 | 9.7% |
| 3 | 3269 | 6.7% |
| 4 | 2202 | 4.5% |
| 5 | 1467 | 3.0% |
| 6 | 1034 | 2.1% |
| 7 | 695 | 1.4% |
| 8 | 486 | 1.0% |
| 9 | 344 | 0.7% |
| Value | Count | Frequency (%) |
| 354 | 1 | < 0.1% |
| 353 | 1 | < 0.1% |
| 352 | 1 | < 0.1% |
| 29 | 1 | < 0.1% |
| 23 | 3 | < 0.1% |
| 22 | 1 | < 0.1% |
| 21 | 2 | < 0.1% |
| 20 | 9 | |
| 19 | 8 | |
| 18 | 10 |
DEF_30_CNT_SOCIAL_CIRCLE
Real number (ℝ)
HIGH CORRELATION  SKEWED  ZEROS 
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 29 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.14365185 |
| Minimum | 0 |
|---|---|
| Maximum | 34 |
| Zeros | 43195 |
| Zeros (%) | 88.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 761.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 34 |
| Range | 34 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.5144128 |
|---|---|
| Coefficient of variation (CV) | 3.5809688 |
| Kurtosis | 1164.9023 |
| Mean | 0.14365185 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 20.003112 |
| Sum | 6998 |
| Variance | 0.26462053 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 43195 | |
| 1 | 4443 | 9.1% |
| 2 | 834 | 1.7% |
| 3 | 189 | 0.4% |
| 4 | 40 | 0.1% |
| 5 | 8 | < 0.1% |
| 6 | 3 | < 0.1% |
| 34 | 3 | < 0.1% |
| (Missing) | 29 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 43195 | |
| 1 | 4443 | 9.1% |
| 2 | 834 | 1.7% |
| 3 | 189 | 0.4% |
| 4 | 40 | 0.1% |
| 5 | 8 | < 0.1% |
| 6 | 3 | < 0.1% |
| 34 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 34 | 3 | < 0.1% |
| 6 | 3 | < 0.1% |
| 5 | 8 | < 0.1% |
| 4 | 40 | 0.1% |
| 3 | 189 | 0.4% |
| 2 | 834 | 1.7% |
| 1 | 4443 | 9.1% |
| 0 | 43195 |
OBS_60_CNT_SOCIAL_CIRCLE
Real number (ℝ)
HIGH CORRELATION  SKEWED  ZEROS 
| Distinct | 27 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 29 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.4357385 |
| Minimum | 0 |
|---|---|
| Maximum | 351 |
| Zeros | 26140 |
| Zeros (%) | 53.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 761.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2 |
| 95-th percentile | 6 |
| Maximum | 351 |
| Range | 351 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 3.5801246 |
|---|---|
| Coefficient of variation (CV) | 2.4935771 |
| Kurtosis | 5512.4115 |
| Mean | 1.4357385 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 57.35158 |
| Sum | 69942 |
| Variance | 12.817292 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 26140 | |
| 1 | 7741 | 15.9% |
| 2 | 4735 | 9.7% |
| 3 | 3262 | 6.7% |
| 4 | 2199 | 4.5% |
| 5 | 1441 | 3.0% |
| 6 | 1030 | 2.1% |
| 7 | 677 | 1.4% |
| 8 | 490 | 1.0% |
| 9 | 334 | 0.7% |
| Other values (17) | 666 | 1.4% |
| Value | Count | Frequency (%) |
| 0 | 26140 | |
| 1 | 7741 | 15.9% |
| 2 | 4735 | 9.7% |
| 3 | 3262 | 6.7% |
| 4 | 2199 | 4.5% |
| 5 | 1441 | 3.0% |
| 6 | 1030 | 2.1% |
| 7 | 677 | 1.4% |
| 8 | 490 | 1.0% |
| 9 | 334 | 0.7% |
| Value | Count | Frequency (%) |
| 351 | 1 | < 0.1% |
| 349 | 2 | < 0.1% |
| 29 | 1 | < 0.1% |
| 23 | 3 | < 0.1% |
| 22 | 1 | < 0.1% |
| 21 | 2 | < 0.1% |
| 20 | 8 | |
| 19 | 6 | < 0.1% |
| 18 | 12 | |
| 17 | 16 |
DEF_60_CNT_SOCIAL_CIRCLE
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 29 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.10113928 |
| Minimum | 0 |
|---|---|
| Maximum | 24 |
| Zeros | 44614 |
| Zeros (%) | 91.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 761.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 24 |
| Range | 24 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.40379117 |
|---|---|
| Coefficient of variation (CV) | 3.9924268 |
| Kurtosis | 769.63489 |
| Mean | 0.10113928 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 15.799743 |
| Sum | 4927 |
| Variance | 0.16304731 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 44614 | |
| 1 | 3484 | 7.1% |
| 2 | 496 | 1.0% |
| 3 | 97 | 0.2% |
| 4 | 17 | < 0.1% |
| 5 | 4 | < 0.1% |
| 24 | 3 | < 0.1% |
| (Missing) | 29 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 44614 | |
| 1 | 3484 | 7.1% |
| 2 | 496 | 1.0% |
| 3 | 97 | 0.2% |
| 4 | 17 | < 0.1% |
| 5 | 4 | < 0.1% |
| 24 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 24 | 3 | < 0.1% |
| 5 | 4 | < 0.1% |
| 4 | 17 | < 0.1% |
| 3 | 97 | 0.2% |
| 2 | 496 | 1.0% |
| 1 | 3484 | 7.1% |
| 0 | 44614 |
DAYS_LAST_PHONE_CHANGE
Real number (ℝ)
ZEROS 
| Distinct | 3579 |
|---|---|
| Distinct (%) | 7.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1077.7662 |
| Minimum | -4361 |
|---|---|
| Maximum | 0 |
| Zeros | 5801 |
| Zeros (%) | 11.9% |
| Negative | 42943 |
| Negative (%) | 88.1% |
| Memory size | 761.6 KiB |
Quantile statistics
| Minimum | -4361 |
|---|---|
| 5-th percentile | -2729.85 |
| Q1 | -1766.25 |
| median | -863 |
| Q3 | -363 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 4361 |
| Interquartile range (IQR) | 1403.25 |
Descriptive statistics
| Standard deviation | 878.92074 |
|---|---|
| Coefficient of variation (CV) | -0.81550221 |
| Kurtosis | -0.39541973 |
| Mean | -1077.7662 |
| Median Absolute Deviation (MAD) | 638 |
| Skewness | -0.67382425 |
| Sum | -52534637 |
| Variance | 772501.67 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5801 | 11.9% |
| -1 | 174 | 0.4% |
| -2 | 71 | 0.1% |
| -3 | 45 | 0.1% |
| -1799 | 44 | 0.1% |
| -4 | 43 | 0.1% |
| -565 | 42 | 0.1% |
| -1783 | 42 | 0.1% |
| -608 | 41 | 0.1% |
| -1785 | 41 | 0.1% |
| Other values (3569) | 42400 |
| Value | Count | Frequency (%) |
| -4361 | 1 | |
| -4285 | 1 | |
| -4257 | 1 | |
| -4250 | 1 | |
| -4187 | 1 | |
| -4178 | 1 | |
| -4164 | 1 | |
| -4151 | 1 | |
| -4103 | 1 | |
| -4088 | 1 |
| Value | Count | Frequency (%) |
| 0 | 5801 | |
| -1 | 174 | 0.4% |
| -2 | 71 | 0.1% |
| -3 | 45 | 0.1% |
| -4 | 43 | 0.1% |
| -5 | 35 | 0.1% |
| -6 | 14 | < 0.1% |
| -7 | 27 | 0.1% |
| -8 | 20 | < 0.1% |
| -9 | 17 | < 0.1% |
FLAG_DOCUMENT_2
Categorical
CONSTANT 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 48744 |
Length
Common Values (Plot)
FLAG_DOCUMENT_3
Categorical
HIGH CORRELATION 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 38343 | |
| 0 | 10401 | 21.3% |
Length
Common Values (Plot)
FLAG_DOCUMENT_4
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| 0 | |
|---|---|
| 1 | 5 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 48739 | |
| 1 | 5 | < 0.1% |
Length
Common Values (Plot)
FLAG_DOCUMENT_5
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| 0 | |
|---|---|
| 1 | 719 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 48025 | |
| 1 | 719 | 1.5% |
Length
Common Values (Plot)
FLAG_DOCUMENT_6
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| 0 | |
|---|---|
| 1 | 4264 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 44480 | |
| 1 | 4264 | 8.7% |
Length
Common Values (Plot)
FLAG_DOCUMENT_7
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| 0 | |
|---|---|
| 1 | 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 48742 | |
| 1 | 2 | < 0.1% |
Length
Common Values (Plot)
FLAG_DOCUMENT_8
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| 0 | |
|---|---|
| 1 | 4312 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 44432 | |
| 1 | 4312 | 8.8% |
Length
Common Values (Plot)
FLAG_DOCUMENT_9
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| 0 | |
|---|---|
| 1 | 219 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 48525 | |
| 1 | 219 | 0.4% |
Length
Common Values (Plot)
FLAG_DOCUMENT_10
Categorical
CONSTANT 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 48744 |
Length
Common Values (Plot)
FLAG_DOCUMENT_11
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| 0 | |
|---|---|
| 1 | 57 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 48687 | |
| 1 | 57 | 0.1% |
Length
Common Values (Plot)
FLAG_DOCUMENT_12
Categorical
CONSTANT 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 48744 |
Length
Common Values (Plot)
FLAG_DOCUMENT_13
Categorical
CONSTANT 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 48744 |
Length
Common Values (Plot)
FLAG_DOCUMENT_14
Categorical
CONSTANT 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 48744 |
Length
Common Values (Plot)
FLAG_DOCUMENT_15
Categorical
CONSTANT 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 48744 |
Length
Common Values (Plot)
FLAG_DOCUMENT_16
Categorical
CONSTANT 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 48744 |
Length
Common Values (Plot)
FLAG_DOCUMENT_17
Categorical
CONSTANT 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 48744 |
Length
Common Values (Plot)
FLAG_DOCUMENT_18
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| 0 | |
|---|---|
| 1 | 76 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 48668 | |
| 1 | 76 | 0.2% |
Length
Common Values (Plot)
FLAG_DOCUMENT_19
Categorical
CONSTANT 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 48744 |
Length
Common Values (Plot)
FLAG_DOCUMENT_20
Categorical
CONSTANT 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 48744 |
Length
Common Values (Plot)
FLAG_DOCUMENT_21
Categorical
CONSTANT 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 48744 |
Length
Common Values (Plot)
AMT_REQ_CREDIT_BUREAU_HOUR
Categorical
IMBALANCE  MISSING 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 6049 |
| Missing (%) | 12.4% |
| Memory size | 2.8 MiB |
| 0.0 | |
|---|---|
| 1.0 | 88 |
| 2.0 | 1 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 42606 | |
| 1.0 | 88 | 0.2% |
| 2.0 | 1 | < 0.1% |
| (Missing) | 6049 | 12.4% |
Length
Common Values (Plot)
AMT_REQ_CREDIT_BUREAU_DAY
Categorical
IMBALANCE  MISSING 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 6049 |
| Missing (%) | 12.4% |
| Memory size | 2.8 MiB |
| 0.0 | |
|---|---|
| 1.0 | 63 |
| 2.0 | 7 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 42625 | |
| 1.0 | 63 | 0.1% |
| 2.0 | 7 | < 0.1% |
| (Missing) | 6049 | 12.4% |
Length
Common Values (Plot)
AMT_REQ_CREDIT_BUREAU_WEEK
Categorical
IMBALANCE  MISSING 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 6049 |
| Missing (%) | 12.4% |
| Memory size | 2.8 MiB |
| 0.0 | |
|---|---|
| 1.0 | 113 |
| 2.0 | 3 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 42579 | |
| 1.0 | 113 | 0.2% |
| 2.0 | 3 | < 0.1% |
| (Missing) | 6049 | 12.4% |
Length
Common Values (Plot)
AMT_REQ_CREDIT_BUREAU_MON
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 6049 |
| Missing (%) | 12.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0092985127 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 42341 |
| Zeros (%) | 86.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 761.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.11092356 |
|---|---|
| Coefficient of variation (CV) | 11.929172 |
| Kurtosis | 485.24666 |
| Mean | 0.0092985127 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 17.270891 |
| Sum | 397 |
| Variance | 0.012304035 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 42341 | |
| 1 | 324 | 0.7% |
| 2 | 23 | < 0.1% |
| 3 | 4 | < 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| (Missing) | 6049 | 12.4% |
| Value | Count | Frequency (%) |
| 0 | 42341 | |
| 1 | 324 | 0.7% |
| 2 | 23 | < 0.1% |
| 3 | 4 | < 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 6 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
| 3 | 4 | < 0.1% |
| 2 | 23 | < 0.1% |
| 1 | 324 | 0.7% |
| 0 | 42341 |
AMT_REQ_CREDIT_BUREAU_QRT
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 6049 |
| Missing (%) | 12.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.54690245 |
| Minimum | 0 |
|---|---|
| Maximum | 7 |
| Zeros | 23559 |
| Zeros (%) | 48.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 761.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.69330542 |
|---|---|
| Coefficient of variation (CV) | 1.2676949 |
| Kurtosis | 1.9784103 |
| Mean | 0.54690245 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.2546118 |
| Sum | 23350 |
| Variance | 0.48067241 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 23559 | |
| 1 | 15573 | |
| 2 | 2998 | 6.2% |
| 3 | 495 | 1.0% |
| 4 | 57 | 0.1% |
| 5 | 11 | < 0.1% |
| 6 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| (Missing) | 6049 | 12.4% |
| Value | Count | Frequency (%) |
| 0 | 23559 | |
| 1 | 15573 | |
| 2 | 2998 | 6.2% |
| 3 | 495 | 1.0% |
| 4 | 57 | 0.1% |
| 5 | 11 | < 0.1% |
| 6 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 7 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 5 | 11 | < 0.1% |
| 4 | 57 | 0.1% |
| 3 | 495 | 1.0% |
| 2 | 2998 | 6.2% |
| 1 | 15573 | |
| 0 | 23559 |
AMT_REQ_CREDIT_BUREAU_YEAR
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 16 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 6049 |
| Missing (%) | 12.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.9837686 |
| Minimum | 0 |
|---|---|
| Maximum | 17 |
| Zeros | 10839 |
| Zeros (%) | 22.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 761.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 6 |
| Maximum | 17 |
| Range | 17 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.8388727 |
|---|---|
| Coefficient of variation (CV) | 0.9269593 |
| Kurtosis | 1.2251202 |
| Mean | 1.9837686 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.0654241 |
| Sum | 84697 |
| Variance | 3.3814529 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 10839 | |
| 1 | 9211 | |
| 2 | 8489 | |
| 3 | 6194 | |
| 4 | 3745 | 7.7% |
| 5 | 2076 | 4.3% |
| 6 | 1127 | 2.3% |
| 7 | 553 | 1.1% |
| 8 | 297 | 0.6% |
| 9 | 122 | 0.3% |
| Other values (6) | 42 | 0.1% |
| (Missing) | 6049 |
| Value | Count | Frequency (%) |
| 0 | 10839 | |
| 1 | 9211 | |
| 2 | 8489 | |
| 3 | 6194 | |
| 4 | 3745 | 7.7% |
| 5 | 2076 | 4.3% |
| 6 | 1127 | 2.3% |
| 7 | 553 | 1.1% |
| 8 | 297 | 0.6% |
| 9 | 122 | 0.3% |
| Value | Count | Frequency (%) |
| 17 | 1 | < 0.1% |
| 14 | 1 | < 0.1% |
| 13 | 2 | < 0.1% |
| 12 | 5 | < 0.1% |
| 11 | 12 | < 0.1% |
| 10 | 21 | < 0.1% |
| 9 | 122 | 0.3% |
| 8 | 297 | 0.6% |
| 7 | 553 | |
| 6 | 1127 |
| AMT_ANNUITY | AMT_CREDIT | AMT_GOODS_PRICE | AMT_INCOME_TOTAL | AMT_REQ_CREDIT_BUREAU_DAY | AMT_REQ_CREDIT_BUREAU_HOUR | AMT_REQ_CREDIT_BUREAU_MON | AMT_REQ_CREDIT_BUREAU_QRT | AMT_REQ_CREDIT_BUREAU_WEEK | AMT_REQ_CREDIT_BUREAU_YEAR | APARTMENTS_AVG | APARTMENTS_MEDI | APARTMENTS_MODE | BASEMENTAREA_AVG | BASEMENTAREA_MEDI | BASEMENTAREA_MODE | CNT_CHILDREN | CNT_FAM_MEMBERS | CODE_GENDER | COMMONAREA_AVG | COMMONAREA_MEDI | COMMONAREA_MODE | DAYS_BIRTH | DAYS_EMPLOYED | DAYS_ID_PUBLISH | DAYS_LAST_PHONE_CHANGE | DAYS_REGISTRATION | DEF_30_CNT_SOCIAL_CIRCLE | DEF_60_CNT_SOCIAL_CIRCLE | ELEVATORS_AVG | ELEVATORS_MEDI | ELEVATORS_MODE | EMERGENCYSTATE_MODE | ENTRANCES_AVG | ENTRANCES_MEDI | ENTRANCES_MODE | EXT_SOURCE_1 | EXT_SOURCE_2 | EXT_SOURCE_3 | FLAG_CONT_MOBILE | FLAG_DOCUMENT_11 | FLAG_DOCUMENT_18 | FLAG_DOCUMENT_3 | FLAG_DOCUMENT_4 | FLAG_DOCUMENT_5 | FLAG_DOCUMENT_6 | FLAG_DOCUMENT_7 | FLAG_DOCUMENT_8 | FLAG_DOCUMENT_9 | FLAG_EMAIL | FLAG_EMP_PHONE | FLAG_MOBIL | FLAG_OWN_CAR | FLAG_OWN_REALTY | FLAG_PHONE | FLAG_WORK_PHONE | FLOORSMAX_AVG | FLOORSMAX_MEDI | FLOORSMAX_MODE | FLOORSMIN_AVG | FLOORSMIN_MEDI | FLOORSMIN_MODE | FONDKAPREMONT_MODE | HOUR_APPR_PROCESS_START | HOUSETYPE_MODE | LANDAREA_AVG | LANDAREA_MEDI | LANDAREA_MODE | LIVE_CITY_NOT_WORK_CITY | LIVE_REGION_NOT_WORK_REGION | LIVINGAPARTMENTS_AVG | LIVINGAPARTMENTS_MEDI | LIVINGAPARTMENTS_MODE | LIVINGAREA_AVG | LIVINGAREA_MEDI | LIVINGAREA_MODE | NAME_CONTRACT_TYPE | NAME_EDUCATION_TYPE | NAME_FAMILY_STATUS | NAME_HOUSING_TYPE | NAME_INCOME_TYPE | NAME_TYPE_SUITE | NONLIVINGAPARTMENTS_AVG | NONLIVINGAPARTMENTS_MEDI | NONLIVINGAPARTMENTS_MODE | NONLIVINGAREA_AVG | NONLIVINGAREA_MEDI | NONLIVINGAREA_MODE | OBS_30_CNT_SOCIAL_CIRCLE | OBS_60_CNT_SOCIAL_CIRCLE | OCCUPATION_TYPE | OWN_CAR_AGE | REGION_POPULATION_RELATIVE | REGION_RATING_CLIENT | REGION_RATING_CLIENT_W_CITY | REG_CITY_NOT_LIVE_CITY | REG_CITY_NOT_WORK_CITY | REG_REGION_NOT_LIVE_REGION | REG_REGION_NOT_WORK_REGION | SK_ID_CURR | TOTALAREA_MODE | WALLSMATERIAL_MODE | WEEKDAY_APPR_PROCESS_START | YEARS_BEGINEXPLUATATION_AVG | YEARS_BEGINEXPLUATATION_MEDI | YEARS_BEGINEXPLUATATION_MODE | YEARS_BUILD_AVG | YEARS_BUILD_MEDI | YEARS_BUILD_MODE | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| AMT_ANNUITY | 1.000 | 0.835 | 0.843 | 0.485 | 0.016 | 0.011 | 0.008 | 0.016 | 0.008 | -0.042 | 0.072 | 0.069 | 0.061 | 0.045 | 0.043 | 0.030 | 0.059 | 0.127 | 0.081 | 0.044 | 0.040 | 0.032 | 0.053 | -0.125 | 0.055 | -0.035 | 0.067 | -0.021 | -0.025 | 0.115 | 0.111 | 0.107 | 0.010 | 0.020 | 0.017 | 0.009 | 0.085 | 0.114 | -0.009 | 0.045 | 0.025 | 0.009 | 0.044 | 0.007 | 0.011 | 0.085 | 0.000 | 0.126 | 0.039 | 0.074 | 0.136 | 0.013 | 0.156 | 0.024 | 0.026 | 0.058 | 0.115 | 0.113 | 0.108 | 0.085 | 0.083 | 0.077 | 0.010 | 0.036 | 0.007 | -0.029 | -0.032 | -0.037 | 0.021 | 0.082 | 0.076 | 0.073 | 0.063 | 0.084 | 0.081 | 0.070 | 0.112 | 0.079 | 0.084 | 0.008 | 0.071 | 0.020 | 0.041 | 0.036 | 0.032 | 0.057 | 0.051 | 0.039 | -0.011 | -0.011 | 0.071 | -0.118 | 0.080 | 0.136 | 0.115 | 0.016 | 0.027 | 0.050 | 0.090 | 0.008 | 0.084 | 0.024 | 0.009 | 0.047 | 0.046 | 0.043 | 0.044 | 0.044 | 0.041 |
| AMT_CREDIT | 0.835 | 1.000 | 0.984 | 0.426 | 0.027 | 0.000 | 0.004 | 0.001 | 0.000 | -0.030 | 0.062 | 0.060 | 0.053 | 0.041 | 0.038 | 0.029 | 0.026 | 0.105 | 0.037 | 0.027 | 0.024 | 0.016 | -0.051 | -0.130 | 0.021 | -0.092 | 0.035 | -0.020 | -0.024 | 0.097 | 0.094 | 0.091 | 0.007 | 0.017 | 0.015 | 0.008 | 0.167 | 0.121 | 0.007 | 0.035 | 0.024 | 0.013 | 0.027 | 0.000 | 0.017 | 0.052 | 0.000 | 0.073 | 0.027 | 0.066 | 0.086 | 0.029 | 0.124 | 0.023 | 0.039 | 0.069 | 0.098 | 0.096 | 0.093 | 0.068 | 0.066 | 0.060 | 0.000 | 0.027 | 0.006 | -0.031 | -0.033 | -0.037 | 0.021 | 0.051 | 0.062 | 0.059 | 0.049 | 0.071 | 0.069 | 0.061 | 0.095 | 0.079 | 0.088 | 0.024 | 0.054 | 0.016 | 0.040 | 0.036 | 0.034 | 0.052 | 0.048 | 0.039 | -0.000 | -0.000 | 0.075 | -0.108 | 0.076 | 0.113 | 0.094 | 0.026 | 0.033 | 0.022 | 0.053 | 0.005 | 0.074 | 0.024 | 0.004 | 0.041 | 0.040 | 0.038 | 0.034 | 0.034 | 0.031 |
| AMT_GOODS_PRICE | 0.843 | 0.984 | 1.000 | 0.431 | 0.267 | 0.000 | 0.004 | 0.000 | 0.000 | -0.033 | 0.068 | 0.066 | 0.058 | 0.045 | 0.042 | 0.032 | 0.023 | 0.107 | 0.046 | 0.029 | 0.026 | 0.017 | -0.045 | -0.133 | 0.021 | -0.097 | 0.037 | -0.020 | -0.023 | 0.102 | 0.099 | 0.096 | 0.010 | 0.021 | 0.019 | 0.011 | 0.170 | 0.127 | 0.009 | 0.025 | 0.095 | 0.020 | 0.023 | 0.000 | 0.009 | 0.065 | 0.000 | 0.079 | 0.032 | 0.051 | 0.097 | 0.029 | 0.126 | 0.037 | 0.037 | 0.036 | 0.104 | 0.103 | 0.099 | 0.070 | 0.068 | 0.061 | 0.006 | 0.033 | 0.007 | -0.027 | -0.029 | -0.033 | 0.034 | 0.058 | 0.066 | 0.063 | 0.053 | 0.078 | 0.075 | 0.067 | 0.072 | 0.083 | 0.091 | 0.023 | 0.056 | 0.015 | 0.041 | 0.037 | 0.035 | 0.053 | 0.049 | 0.039 | -0.001 | -0.001 | 0.082 | -0.120 | 0.086 | 0.110 | 0.092 | 0.024 | 0.039 | 0.025 | 0.060 | 0.006 | 0.080 | 0.022 | 0.007 | 0.045 | 0.044 | 0.042 | 0.038 | 0.037 | 0.035 |
| AMT_INCOME_TOTAL | 0.485 | 0.426 | 0.431 | 1.000 | 0.000 | 0.000 | 0.012 | 0.013 | 0.000 | 0.020 | 0.102 | 0.100 | 0.087 | 0.061 | 0.058 | 0.041 | 0.047 | 0.044 | 0.040 | 0.073 | 0.068 | 0.057 | 0.073 | -0.178 | 0.039 | -0.064 | 0.075 | -0.037 | -0.044 | 0.148 | 0.144 | 0.139 | 0.000 | 0.034 | 0.031 | 0.017 | 0.080 | 0.173 | -0.100 | 0.000 | 0.000 | 0.000 | 0.040 | 0.000 | 0.000 | 0.016 | 0.000 | 0.070 | 0.040 | 0.043 | 0.037 | 0.000 | 0.069 | 0.000 | 0.018 | 0.014 | 0.153 | 0.151 | 0.144 | 0.108 | 0.105 | 0.097 | 0.007 | 0.092 | 0.000 | -0.035 | -0.036 | -0.044 | 0.008 | 0.066 | 0.106 | 0.102 | 0.089 | 0.126 | 0.124 | 0.107 | 0.000 | 0.048 | 0.009 | 0.008 | 0.027 | 0.000 | 0.062 | 0.057 | 0.047 | 0.077 | 0.072 | 0.055 | -0.030 | -0.031 | 0.072 | -0.205 | 0.102 | 0.082 | 0.068 | 0.012 | 0.010 | 0.046 | 0.062 | 0.007 | 0.123 | 0.022 | 0.000 | 0.055 | 0.054 | 0.050 | 0.046 | 0.046 | 0.042 |
| AMT_REQ_CREDIT_BUREAU_DAY | 0.016 | 0.027 | 0.267 | 0.000 | 1.000 | 0.283 | 0.000 | 0.000 | 0.028 | 0.000 | 0.005 | 0.005 | 0.005 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.001 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.010 | 0.012 | 0.000 | 0.000 | 0.000 | 0.042 | 0.015 | 0.000 | 0.000 | 0.054 | 0.000 | 0.006 | 0.000 | 0.000 | 0.015 | 0.000 | 0.000 | 0.002 | 0.007 | 0.001 | 0.000 | 0.005 | 0.007 | 0.010 | 0.003 | 0.008 | 0.007 | 0.007 | 0.026 | 0.024 | 0.024 | 0.000 | 0.000 | 0.000 | 0.020 | 0.024 | 0.030 | 0.000 | 0.014 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.019 | 0.006 | 0.000 | 0.000 | 0.005 | 0.000 | 0.000 | 0.012 | 0.007 | 0.008 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| AMT_REQ_CREDIT_BUREAU_HOUR | 0.011 | 0.000 | 0.000 | 0.000 | 0.283 | 1.000 | 0.074 | 0.000 | 0.000 | 0.005 | 0.029 | 0.029 | 0.008 | 0.013 | 0.014 | 0.011 | 0.000 | 0.000 | 0.009 | 0.000 | 0.000 | 0.000 | 0.000 | 0.011 | 0.006 | 0.014 | 0.000 | 0.000 | 0.000 | 0.019 | 0.018 | 0.006 | 0.000 | 0.012 | 0.013 | 0.015 | 0.016 | 0.010 | 0.007 | 0.009 | 0.000 | 0.000 | 0.000 | 0.000 | 0.003 | 0.001 | 0.000 | 0.000 | 0.000 | 0.004 | 0.011 | 0.000 | 0.000 | 0.000 | 0.000 | 0.006 | 0.042 | 0.045 | 0.048 | 0.019 | 0.020 | 0.025 | 0.016 | 0.013 | 0.000 | 0.031 | 0.035 | 0.042 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.010 | 0.000 | 0.000 | 0.000 | 0.001 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.009 | 0.000 | 0.000 | 0.000 | 0.000 | 0.006 | 0.005 | 0.000 | 0.000 | 0.006 | 0.031 | 0.000 | 0.013 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| AMT_REQ_CREDIT_BUREAU_MON | 0.008 | 0.004 | 0.004 | 0.012 | 0.000 | 0.074 | 1.000 | -0.004 | 0.070 | 0.024 | -0.003 | -0.003 | -0.001 | -0.000 | -0.001 | 0.000 | -0.005 | -0.000 | 0.007 | -0.011 | -0.012 | -0.011 | 0.013 | -0.010 | 0.008 | 0.011 | 0.004 | -0.002 | -0.002 | -0.010 | -0.008 | -0.007 | 0.000 | -0.000 | -0.000 | -0.002 | -0.012 | -0.011 | -0.025 | 0.000 | 0.000 | 0.000 | 0.011 | 0.000 | 0.039 | 0.000 | 0.000 | 0.000 | 0.000 | 0.012 | 0.008 | 0.000 | 0.000 | 0.009 | 0.000 | 0.015 | -0.006 | -0.005 | -0.005 | -0.009 | -0.010 | -0.008 | 0.000 | 0.001 | 0.000 | 0.006 | 0.006 | 0.003 | 0.000 | 0.000 | -0.012 | -0.012 | -0.010 | -0.003 | -0.002 | -0.001 | 0.000 | 0.010 | 0.000 | 0.000 | 0.002 | 0.000 | -0.007 | -0.008 | -0.008 | 0.000 | 0.002 | -0.001 | -0.000 | -0.001 | 0.000 | -0.013 | -0.006 | 0.009 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | -0.003 | 0.000 | 0.006 | -0.004 | -0.004 | -0.004 | -0.006 | -0.005 | -0.005 |
| AMT_REQ_CREDIT_BUREAU_QRT | 0.016 | 0.001 | 0.000 | 0.013 | 0.000 | 0.000 | -0.004 | 1.000 | 0.069 | -0.005 | -0.007 | -0.010 | -0.005 | -0.004 | -0.005 | -0.002 | 0.030 | 0.020 | 0.037 | -0.007 | -0.010 | -0.006 | 0.087 | 0.003 | 0.025 | 0.058 | 0.041 | 0.010 | 0.010 | -0.009 | -0.010 | -0.010 | 0.000 | 0.004 | 0.003 | 0.005 | -0.057 | -0.036 | -0.098 | 0.000 | 0.014 | 0.021 | 0.021 | 0.000 | 0.040 | 0.029 | 0.000 | 0.017 | 0.000 | 0.022 | 0.047 | 0.000 | 0.017 | 0.017 | 0.020 | 0.000 | -0.007 | -0.008 | -0.007 | -0.027 | -0.029 | -0.027 | 0.000 | -0.000 | 0.000 | 0.003 | 0.003 | 0.006 | 0.014 | 0.000 | -0.004 | -0.007 | -0.004 | -0.006 | -0.007 | -0.005 | 0.015 | 0.018 | 0.017 | 0.016 | 0.022 | 0.000 | 0.015 | 0.016 | 0.019 | 0.009 | 0.009 | 0.009 | 0.003 | 0.003 | 0.009 | 0.002 | -0.032 | 0.021 | 0.014 | 0.026 | 0.024 | 0.000 | 0.000 | 0.000 | -0.004 | 0.000 | 0.039 | 0.007 | 0.007 | 0.008 | 0.006 | 0.006 | 0.006 |
| AMT_REQ_CREDIT_BUREAU_WEEK | 0.008 | 0.000 | 0.000 | 0.000 | 0.028 | 0.000 | 0.070 | 0.069 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.012 | 0.000 | 0.000 | 0.000 | 0.013 | 0.012 | 0.007 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.037 | 0.000 | 0.016 | 0.000 | 0.000 | 0.007 | 0.004 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.012 | 0.000 | 0.004 | 0.000 | 0.000 | 0.000 | 0.005 | 0.014 | 0.022 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.010 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.007 | 0.000 | 0.009 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.008 | 0.001 | 0.000 | 0.000 | 0.000 | 0.000 | 0.008 | 0.000 | 0.000 | 0.005 | 0.000 | 0.000 | 0.000 | 0.000 | 0.008 | 0.000 | 0.000 |
| AMT_REQ_CREDIT_BUREAU_YEAR | -0.042 | -0.030 | -0.033 | 0.020 | 0.000 | 0.005 | 0.024 | -0.005 | 0.000 | 1.000 | -0.006 | -0.008 | -0.006 | 0.005 | 0.004 | 0.006 | -0.041 | -0.023 | 0.022 | 0.012 | 0.012 | 0.014 | -0.087 | 0.019 | -0.048 | -0.109 | -0.033 | 0.021 | 0.018 | -0.016 | -0.017 | -0.017 | 0.012 | -0.000 | -0.002 | 0.001 | 0.017 | -0.006 | 0.007 | 0.002 | 0.019 | 0.000 | 0.016 | 0.000 | 0.004 | 0.048 | 0.000 | 0.025 | 0.000 | 0.000 | 0.068 | 0.000 | 0.034 | 0.046 | 0.008 | 0.056 | -0.013 | -0.013 | -0.014 | 0.001 | 0.001 | 0.001 | 0.005 | -0.030 | 0.022 | 0.006 | 0.006 | 0.007 | 0.017 | 0.017 | -0.004 | -0.006 | -0.000 | -0.009 | -0.011 | -0.010 | 0.019 | 0.027 | 0.020 | 0.000 | 0.032 | 0.000 | 0.005 | 0.004 | 0.009 | -0.005 | -0.004 | -0.002 | 0.020 | 0.020 | 0.013 | 0.008 | 0.002 | 0.010 | 0.006 | 0.025 | 0.026 | 0.026 | 0.028 | 0.004 | -0.008 | 0.024 | 0.036 | -0.027 | -0.027 | -0.026 | -0.032 | -0.032 | -0.030 |
| APARTMENTS_AVG | 0.072 | 0.062 | 0.068 | 0.102 | 0.005 | 0.029 | -0.003 | -0.007 | 0.000 | -0.006 | 1.000 | 0.995 | 0.962 | 0.692 | 0.686 | 0.645 | -0.005 | 0.003 | 0.009 | 0.580 | 0.574 | 0.549 | -0.001 | -0.010 | -0.003 | -0.013 | 0.006 | -0.020 | -0.017 | 0.714 | 0.710 | 0.697 | 0.082 | 0.558 | 0.550 | 0.510 | 0.044 | 0.101 | 0.015 | 0.000 | 0.000 | 0.017 | 0.039 | 0.000 | 0.000 | 0.010 | 1.000 | 0.039 | 0.025 | 0.044 | 0.000 | 0.003 | 0.023 | 0.029 | 0.060 | 0.023 | 0.748 | 0.747 | 0.742 | 0.489 | 0.485 | 0.471 | 0.046 | 0.067 | 0.050 | 0.417 | 0.412 | 0.388 | 0.076 | 0.015 | 0.973 | 0.969 | 0.941 | 0.905 | 0.900 | 0.869 | 0.000 | 0.038 | 0.000 | 0.007 | 0.020 | 0.008 | 0.280 | 0.275 | 0.259 | 0.232 | 0.225 | 0.207 | -0.023 | -0.022 | 0.027 | -0.093 | 0.165 | 0.130 | 0.137 | 0.061 | 0.102 | 0.031 | 0.000 | -0.004 | 0.894 | 0.145 | 0.000 | 0.432 | 0.430 | 0.429 | 0.404 | 0.402 | 0.402 |
| APARTMENTS_MEDI | 0.069 | 0.060 | 0.066 | 0.100 | 0.005 | 0.029 | -0.003 | -0.010 | 0.000 | -0.008 | 0.995 | 1.000 | 0.968 | 0.688 | 0.689 | 0.651 | -0.005 | 0.003 | 0.013 | 0.576 | 0.576 | 0.555 | -0.001 | -0.009 | -0.003 | -0.012 | 0.006 | -0.020 | -0.017 | 0.704 | 0.707 | 0.696 | 0.081 | 0.557 | 0.555 | 0.517 | 0.042 | 0.099 | 0.015 | 0.000 | 0.000 | 0.016 | 0.038 | 0.000 | 0.000 | 0.012 | 1.000 | 0.037 | 0.027 | 0.043 | 0.000 | 0.004 | 0.024 | 0.031 | 0.058 | 0.024 | 0.742 | 0.744 | 0.740 | 0.485 | 0.483 | 0.471 | 0.047 | 0.067 | 0.051 | 0.417 | 0.415 | 0.394 | 0.075 | 0.017 | 0.966 | 0.970 | 0.945 | 0.898 | 0.902 | 0.874 | 0.000 | 0.038 | 0.000 | 0.007 | 0.019 | 0.008 | 0.273 | 0.274 | 0.262 | 0.226 | 0.225 | 0.211 | -0.024 | -0.023 | 0.027 | -0.092 | 0.161 | 0.128 | 0.134 | 0.060 | 0.101 | 0.030 | 0.008 | -0.004 | 0.888 | 0.143 | 0.000 | 0.431 | 0.429 | 0.429 | 0.400 | 0.400 | 0.402 |
| APARTMENTS_MODE | 0.061 | 0.053 | 0.058 | 0.087 | 0.005 | 0.008 | -0.001 | -0.005 | 0.000 | -0.006 | 0.962 | 0.968 | 1.000 | 0.669 | 0.672 | 0.676 | -0.005 | 0.004 | 0.013 | 0.552 | 0.554 | 0.560 | -0.000 | -0.007 | -0.003 | -0.011 | 0.004 | -0.018 | -0.015 | 0.655 | 0.661 | 0.678 | 0.080 | 0.554 | 0.556 | 0.557 | 0.035 | 0.089 | 0.013 | 0.000 | 0.000 | 0.022 | 0.035 | 0.000 | 0.000 | 0.015 | 1.000 | 0.035 | 0.024 | 0.041 | 0.000 | 0.007 | 0.021 | 0.033 | 0.051 | 0.021 | 0.708 | 0.712 | 0.727 | 0.453 | 0.452 | 0.455 | 0.039 | 0.058 | 0.050 | 0.418 | 0.418 | 0.423 | 0.066 | 0.011 | 0.923 | 0.929 | 0.951 | 0.867 | 0.873 | 0.892 | 0.000 | 0.035 | 0.000 | 0.004 | 0.017 | 0.005 | 0.246 | 0.254 | 0.268 | 0.198 | 0.206 | 0.227 | -0.020 | -0.020 | 0.028 | -0.084 | 0.147 | 0.111 | 0.119 | 0.055 | 0.090 | 0.030 | 0.000 | -0.006 | 0.868 | 0.139 | 0.000 | 0.409 | 0.408 | 0.423 | 0.367 | 0.366 | 0.381 |
| BASEMENTAREA_AVG | 0.045 | 0.041 | 0.045 | 0.061 | 0.000 | 0.013 | -0.000 | -0.004 | 0.000 | 0.005 | 0.692 | 0.688 | 0.669 | 1.000 | 0.995 | 0.960 | 0.005 | 0.013 | 0.004 | 0.470 | 0.466 | 0.452 | -0.014 | 0.001 | -0.024 | -0.013 | -0.032 | -0.015 | -0.010 | 0.441 | 0.436 | 0.427 | 0.051 | 0.657 | 0.650 | 0.615 | 0.042 | 0.057 | 0.014 | 0.000 | 0.000 | 0.000 | 0.024 | 0.000 | 0.000 | 0.000 | 1.000 | 0.022 | 0.030 | 0.028 | 0.000 | 0.023 | 0.000 | 0.012 | 0.058 | 0.000 | 0.419 | 0.419 | 0.422 | 0.280 | 0.277 | 0.271 | 0.042 | 0.024 | 0.033 | 0.400 | 0.397 | 0.383 | 0.039 | 0.000 | 0.692 | 0.690 | 0.673 | 0.711 | 0.707 | 0.688 | 0.000 | 0.024 | 0.014 | 0.010 | 0.008 | 0.022 | 0.190 | 0.188 | 0.180 | 0.165 | 0.164 | 0.159 | -0.015 | -0.015 | 0.019 | -0.052 | 0.079 | 0.075 | 0.080 | 0.053 | 0.058 | 0.028 | 0.000 | -0.003 | 0.706 | 0.108 | 0.003 | 0.303 | 0.301 | 0.306 | 0.289 | 0.287 | 0.291 |
| BASEMENTAREA_MEDI | 0.043 | 0.038 | 0.042 | 0.058 | 0.000 | 0.014 | -0.001 | -0.005 | 0.000 | 0.004 | 0.686 | 0.689 | 0.672 | 0.995 | 1.000 | 0.963 | 0.005 | 0.012 | 0.004 | 0.466 | 0.466 | 0.455 | -0.013 | 0.002 | -0.022 | -0.011 | -0.030 | -0.015 | -0.010 | 0.434 | 0.433 | 0.424 | 0.051 | 0.655 | 0.656 | 0.622 | 0.040 | 0.055 | 0.014 | 0.000 | 0.000 | 0.000 | 0.023 | 0.000 | 0.000 | 0.000 | 1.000 | 0.021 | 0.030 | 0.028 | 0.000 | 0.023 | 0.000 | 0.016 | 0.055 | 0.000 | 0.413 | 0.414 | 0.417 | 0.274 | 0.273 | 0.268 | 0.043 | 0.024 | 0.033 | 0.401 | 0.400 | 0.387 | 0.038 | 0.005 | 0.686 | 0.689 | 0.674 | 0.705 | 0.707 | 0.690 | 0.000 | 0.023 | 0.013 | 0.010 | 0.008 | 0.022 | 0.183 | 0.185 | 0.181 | 0.161 | 0.164 | 0.162 | -0.016 | -0.016 | 0.020 | -0.051 | 0.074 | 0.071 | 0.076 | 0.053 | 0.057 | 0.028 | 0.000 | -0.003 | 0.700 | 0.107 | 0.003 | 0.301 | 0.300 | 0.305 | 0.286 | 0.285 | 0.291 |
| BASEMENTAREA_MODE | 0.030 | 0.029 | 0.032 | 0.041 | 0.000 | 0.011 | 0.000 | -0.002 | 0.000 | 0.006 | 0.645 | 0.651 | 0.676 | 0.960 | 0.963 | 1.000 | 0.007 | 0.014 | 0.000 | 0.440 | 0.444 | 0.464 | -0.011 | 0.003 | -0.023 | -0.008 | -0.029 | -0.011 | -0.006 | 0.382 | 0.388 | 0.404 | 0.048 | 0.640 | 0.642 | 0.646 | 0.032 | 0.037 | 0.010 | 0.000 | 0.000 | 0.000 | 0.019 | 0.000 | 0.000 | 0.000 | 1.000 | 0.008 | 0.031 | 0.024 | 0.000 | 0.023 | 0.000 | 0.020 | 0.048 | 0.000 | 0.371 | 0.376 | 0.394 | 0.245 | 0.246 | 0.256 | 0.036 | 0.010 | 0.033 | 0.402 | 0.404 | 0.420 | 0.029 | 0.000 | 0.640 | 0.647 | 0.672 | 0.663 | 0.669 | 0.697 | 0.000 | 0.019 | 0.010 | 0.009 | 0.000 | 0.023 | 0.152 | 0.167 | 0.191 | 0.128 | 0.146 | 0.182 | -0.010 | -0.009 | 0.016 | -0.038 | 0.044 | 0.053 | 0.056 | 0.045 | 0.048 | 0.024 | 0.000 | -0.004 | 0.665 | 0.107 | 0.000 | 0.282 | 0.283 | 0.301 | 0.263 | 0.264 | 0.282 |
| CNT_CHILDREN | 0.059 | 0.026 | 0.023 | 0.047 | 0.000 | 0.000 | -0.005 | 0.030 | 0.000 | -0.041 | -0.005 | -0.005 | -0.005 | 0.005 | 0.005 | 0.007 | 1.000 | 0.807 | 0.017 | -0.002 | -0.002 | -0.001 | 0.357 | -0.159 | -0.015 | -0.002 | 0.168 | 0.003 | 0.004 | 0.005 | 0.003 | 0.004 | 0.000 | -0.002 | -0.002 | -0.002 | -0.134 | -0.014 | -0.044 | 0.000 | 0.000 | 0.000 | 0.018 | 0.000 | 0.000 | 0.024 | 0.000 | 0.014 | 0.000 | 0.000 | 0.043 | 0.000 | 0.039 | 0.000 | 0.001 | 0.016 | 0.009 | 0.008 | 0.008 | 0.011 | 0.011 | 0.014 | 0.000 | 0.006 | 0.000 | 0.001 | 0.001 | 0.003 | 0.024 | 0.004 | -0.001 | -0.002 | -0.002 | 0.008 | 0.007 | 0.007 | 0.000 | 0.009 | 0.027 | 0.000 | 0.019 | 0.005 | 0.000 | 0.001 | 0.001 | -0.007 | -0.006 | -0.004 | 0.021 | 0.021 | 0.047 | 0.000 | -0.016 | 0.012 | 0.003 | 0.000 | 0.019 | 0.000 | 0.000 | 0.000 | 0.005 | 0.000 | 0.004 | 0.023 | 0.024 | 0.023 | 0.024 | 0.024 | 0.022 |
| CNT_FAM_MEMBERS | 0.127 | 0.105 | 0.107 | 0.044 | 0.000 | 0.000 | -0.000 | 0.020 | 0.000 | -0.023 | 0.003 | 0.003 | 0.004 | 0.013 | 0.012 | 0.014 | 0.807 | 1.000 | 0.041 | 0.008 | 0.007 | 0.008 | 0.257 | -0.179 | -0.011 | -0.035 | 0.150 | -0.003 | -0.001 | 0.016 | 0.015 | 0.016 | 0.000 | 0.008 | 0.008 | 0.008 | -0.072 | 0.007 | -0.028 | 0.000 | 0.000 | 0.000 | 0.042 | 0.000 | 0.000 | 0.084 | 0.000 | 0.036 | 0.000 | 0.020 | 0.136 | 0.000 | 0.087 | 0.000 | 0.019 | 0.030 | 0.020 | 0.020 | 0.020 | 0.017 | 0.019 | 0.020 | 0.000 | -0.007 | 0.000 | 0.006 | 0.005 | 0.006 | 0.050 | 0.009 | 0.007 | 0.006 | 0.007 | 0.019 | 0.019 | 0.018 | 0.000 | 0.018 | 0.090 | 0.000 | 0.056 | 0.011 | 0.006 | 0.008 | 0.010 | 0.001 | 0.003 | 0.003 | 0.029 | 0.029 | 0.045 | -0.006 | -0.011 | 0.016 | 0.009 | 0.001 | 0.044 | 0.005 | 0.000 | -0.003 | 0.016 | 0.000 | 0.000 | 0.034 | 0.035 | 0.034 | 0.038 | 0.039 | 0.037 |
| CODE_GENDER | 0.081 | 0.037 | 0.046 | 0.040 | 0.000 | 0.009 | 0.007 | 0.037 | 0.012 | 0.022 | 0.009 | 0.013 | 0.013 | 0.004 | 0.004 | 0.000 | 0.017 | 0.041 | 1.000 | 0.014 | 0.015 | 0.014 | 0.175 | 0.160 | 0.049 | 0.039 | 0.095 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.292 | 0.031 | 0.036 | 0.000 | 0.000 | 0.002 | 0.113 | 0.002 | 0.000 | 0.101 | 0.000 | 0.257 | 0.008 | 0.023 | 0.160 | 0.000 | 0.328 | 0.024 | 0.025 | 0.030 | 0.009 | 0.009 | 0.010 | 0.000 | 0.000 | 0.000 | 0.007 | 0.010 | 0.003 | 0.021 | 0.011 | 0.014 | 0.129 | 0.100 | 0.000 | 0.000 | 0.022 | 0.018 | 0.019 | 0.017 | 0.011 | 0.049 | 0.158 | 0.080 | 0.170 | 0.055 | 0.011 | 0.013 | 0.000 | 0.000 | 0.007 | 0.000 | 0.000 | 0.000 | 0.566 | 0.097 | 0.013 | 0.009 | 0.008 | 0.050 | 0.135 | 0.026 | 0.098 | 0.000 | 0.000 | 0.005 | 0.007 | 0.000 | 0.002 | 0.004 | 0.013 | 0.016 | 0.005 |
| COMMONAREA_AVG | 0.044 | 0.027 | 0.029 | 0.073 | 0.000 | 0.000 | -0.011 | -0.007 | 0.000 | 0.012 | 0.580 | 0.576 | 0.552 | 0.470 | 0.466 | 0.440 | -0.002 | 0.008 | 0.014 | 1.000 | 0.994 | 0.962 | -0.002 | 0.001 | -0.006 | -0.011 | 0.017 | -0.010 | -0.012 | 0.475 | 0.473 | 0.468 | 0.015 | 0.333 | 0.327 | 0.300 | 0.018 | 0.047 | 0.003 | 0.000 | 0.000 | 0.020 | 0.038 | 0.000 | 0.021 | 0.026 | 1.000 | 0.035 | 0.079 | 0.018 | 0.024 | 0.000 | 0.007 | 0.028 | 0.029 | 0.000 | 0.488 | 0.488 | 0.488 | 0.348 | 0.346 | 0.337 | 0.024 | 0.018 | 0.000 | 0.303 | 0.299 | 0.281 | 0.029 | 0.066 | 0.581 | 0.578 | 0.563 | 0.579 | 0.575 | 0.553 | 0.020 | 0.019 | 0.008 | 0.000 | 0.025 | 0.043 | 0.243 | 0.238 | 0.225 | 0.176 | 0.173 | 0.165 | -0.023 | -0.024 | 0.020 | -0.054 | 0.066 | 0.117 | 0.117 | 0.016 | 0.037 | 0.040 | 0.070 | -0.002 | 0.616 | 0.082 | 0.000 | 0.350 | 0.348 | 0.347 | 0.349 | 0.348 | 0.349 |
| COMMONAREA_MEDI | 0.040 | 0.024 | 0.026 | 0.068 | 0.000 | 0.000 | -0.012 | -0.010 | 0.000 | 0.012 | 0.574 | 0.576 | 0.554 | 0.466 | 0.466 | 0.444 | -0.002 | 0.007 | 0.015 | 0.994 | 1.000 | 0.971 | -0.001 | 0.001 | -0.006 | -0.010 | 0.020 | -0.010 | -0.010 | 0.466 | 0.470 | 0.466 | 0.015 | 0.332 | 0.330 | 0.305 | 0.015 | 0.045 | 0.001 | 0.000 | 0.000 | 0.021 | 0.036 | 0.000 | 0.000 | 0.022 | 1.000 | 0.030 | 0.081 | 0.020 | 0.023 | 0.000 | 0.004 | 0.027 | 0.025 | 0.000 | 0.480 | 0.483 | 0.483 | 0.343 | 0.343 | 0.334 | 0.022 | 0.016 | 0.000 | 0.306 | 0.304 | 0.290 | 0.028 | 0.066 | 0.575 | 0.577 | 0.565 | 0.573 | 0.575 | 0.555 | 0.020 | 0.019 | 0.008 | 0.000 | 0.025 | 0.038 | 0.238 | 0.241 | 0.230 | 0.170 | 0.173 | 0.170 | -0.021 | -0.021 | 0.021 | -0.052 | 0.060 | 0.114 | 0.115 | 0.015 | 0.038 | 0.032 | 0.068 | -0.003 | 0.612 | 0.079 | 0.000 | 0.349 | 0.348 | 0.348 | 0.349 | 0.349 | 0.350 |
| COMMONAREA_MODE | 0.032 | 0.016 | 0.017 | 0.057 | 0.000 | 0.000 | -0.011 | -0.006 | 0.000 | 0.014 | 0.549 | 0.555 | 0.560 | 0.452 | 0.455 | 0.464 | -0.001 | 0.008 | 0.014 | 0.962 | 0.971 | 1.000 | -0.004 | 0.000 | -0.004 | -0.010 | 0.016 | -0.007 | -0.006 | 0.430 | 0.441 | 0.451 | 0.012 | 0.334 | 0.334 | 0.330 | 0.010 | 0.033 | -0.003 | 0.000 | 0.000 | 0.024 | 0.036 | 0.000 | 0.000 | 0.022 | 1.000 | 0.029 | 0.084 | 0.017 | 0.024 | 0.000 | 0.000 | 0.026 | 0.018 | 0.000 | 0.448 | 0.454 | 0.465 | 0.323 | 0.324 | 0.330 | 0.022 | 0.007 | 0.000 | 0.314 | 0.314 | 0.323 | 0.025 | 0.063 | 0.550 | 0.556 | 0.572 | 0.548 | 0.554 | 0.565 | 0.021 | 0.016 | 0.000 | 0.000 | 0.021 | 0.039 | 0.212 | 0.227 | 0.243 | 0.140 | 0.157 | 0.186 | -0.018 | -0.018 | 0.023 | -0.052 | 0.041 | 0.097 | 0.099 | 0.015 | 0.034 | 0.033 | 0.067 | -0.006 | 0.594 | 0.078 | 0.000 | 0.332 | 0.331 | 0.341 | 0.331 | 0.332 | 0.344 |
| DAYS_BIRTH | 0.053 | -0.051 | -0.045 | 0.073 | 0.000 | 0.000 | 0.013 | 0.087 | 0.013 | -0.087 | -0.001 | -0.001 | -0.000 | -0.014 | -0.013 | -0.011 | 0.357 | 0.257 | 0.175 | -0.002 | -0.001 | -0.004 | 1.000 | -0.246 | 0.250 | 0.098 | 0.281 | 0.009 | 0.009 | -0.000 | -0.000 | 0.002 | 0.000 | -0.012 | -0.012 | -0.010 | -0.523 | -0.122 | -0.180 | 0.010 | 0.046 | 0.043 | 0.239 | 0.000 | 0.010 | 0.485 | 0.000 | 0.129 | 0.030 | 0.119 | 0.772 | 0.004 | 0.161 | 0.113 | 0.042 | 0.210 | -0.001 | -0.001 | 0.002 | -0.012 | -0.011 | -0.009 | 0.014 | 0.086 | 0.010 | 0.000 | 0.000 | -0.001 | 0.188 | 0.084 | -0.009 | -0.010 | -0.011 | -0.003 | -0.002 | -0.004 | 0.019 | 0.124 | 0.190 | 0.119 | 0.316 | 0.023 | -0.006 | -0.006 | -0.005 | -0.009 | -0.008 | -0.008 | 0.017 | 0.016 | 0.070 | -0.004 | -0.034 | 0.024 | 0.020 | 0.184 | 0.254 | 0.069 | 0.106 | 0.002 | -0.009 | 0.013 | 0.013 | 0.035 | 0.035 | 0.034 | 0.034 | 0.035 | 0.033 |
| DAYS_EMPLOYED | -0.125 | -0.130 | -0.133 | -0.178 | 0.001 | 0.011 | -0.010 | 0.003 | 0.012 | 0.019 | -0.010 | -0.009 | -0.007 | 0.001 | 0.002 | 0.003 | -0.159 | -0.179 | 0.160 | 0.001 | 0.001 | 0.000 | -0.246 | 1.000 | -0.120 | 0.142 | -0.038 | 0.024 | 0.024 | -0.004 | -0.002 | -0.003 | 0.000 | -0.002 | -0.001 | 0.002 | -0.027 | -0.070 | 0.003 | 0.000 | 0.015 | 0.018 | 0.297 | 0.000 | 0.010 | 0.584 | 0.000 | 0.127 | 0.028 | 0.085 | 1.000 | 0.000 | 0.159 | 0.074 | 0.000 | 0.246 | -0.013 | -0.012 | -0.012 | -0.006 | -0.005 | -0.006 | 0.011 | -0.042 | 0.000 | -0.007 | -0.007 | -0.005 | 0.223 | 0.101 | -0.001 | -0.000 | -0.000 | -0.014 | -0.012 | -0.010 | 0.000 | 0.139 | 0.229 | 0.107 | 1.000 | 0.047 | 0.012 | 0.014 | 0.009 | 0.000 | 0.001 | 0.001 | 0.012 | 0.012 | 1.000 | 0.057 | 0.001 | 0.028 | 0.033 | 0.095 | 0.261 | 0.045 | 0.117 | -0.002 | -0.013 | 0.000 | 0.024 | -0.006 | -0.005 | -0.005 | 0.009 | 0.009 | 0.010 |
| DAYS_ID_PUBLISH | 0.055 | 0.021 | 0.021 | 0.039 | 0.000 | 0.006 | 0.008 | 0.025 | 0.007 | -0.048 | -0.003 | -0.003 | -0.003 | -0.024 | -0.022 | -0.023 | -0.015 | -0.011 | 0.049 | -0.006 | -0.006 | -0.004 | 0.250 | -0.120 | 1.000 | 0.088 | 0.102 | -0.001 | 0.004 | -0.005 | -0.003 | -0.003 | 0.025 | -0.021 | -0.022 | -0.020 | -0.098 | -0.052 | -0.119 | 0.004 | 0.017 | 0.020 | 0.089 | 0.000 | 0.000 | 0.190 | 0.000 | 0.039 | 0.032 | 0.050 | 0.305 | 0.000 | 0.031 | 0.045 | 0.030 | 0.084 | -0.009 | -0.008 | -0.008 | -0.022 | -0.022 | -0.018 | 0.016 | 0.045 | 0.012 | -0.033 | -0.033 | -0.032 | 0.066 | 0.037 | -0.004 | -0.004 | -0.002 | -0.015 | -0.015 | -0.015 | 0.004 | 0.047 | 0.064 | 0.043 | 0.125 | 0.009 | -0.012 | -0.013 | -0.010 | -0.005 | -0.005 | -0.008 | -0.012 | -0.013 | 0.026 | -0.019 | -0.015 | 0.022 | 0.016 | 0.080 | 0.104 | 0.043 | 0.057 | -0.001 | -0.018 | 0.008 | 0.006 | -0.020 | -0.020 | -0.021 | -0.018 | -0.017 | -0.017 |
| DAYS_LAST_PHONE_CHANGE | -0.035 | -0.092 | -0.097 | -0.064 | 0.000 | 0.014 | 0.011 | 0.058 | 0.000 | -0.109 | -0.013 | -0.012 | -0.011 | -0.013 | -0.011 | -0.008 | -0.002 | -0.035 | 0.039 | -0.011 | -0.010 | -0.010 | 0.098 | 0.142 | 0.088 | 1.000 | 0.073 | 0.008 | 0.011 | -0.020 | -0.019 | -0.021 | 0.003 | -0.008 | -0.007 | -0.004 | -0.129 | -0.218 | -0.063 | 0.006 | 0.034 | 0.023 | 0.048 | 0.000 | 0.020 | 0.041 | 0.000 | 0.035 | 0.022 | 0.018 | 0.061 | 0.000 | 0.044 | 0.072 | 0.090 | 0.076 | -0.023 | -0.023 | -0.024 | -0.023 | -0.022 | -0.024 | 0.000 | -0.011 | 0.000 | 0.010 | 0.010 | 0.011 | 0.029 | 0.034 | -0.005 | -0.004 | -0.002 | -0.019 | -0.018 | -0.018 | 0.025 | 0.031 | 0.042 | 0.026 | 0.030 | 0.016 | -0.003 | -0.003 | -0.004 | -0.001 | 0.000 | -0.002 | -0.025 | -0.026 | 0.027 | -0.001 | -0.042 | 0.053 | 0.042 | 0.069 | 0.059 | 0.050 | 0.043 | -0.006 | -0.022 | 0.013 | 0.010 | -0.004 | -0.003 | -0.002 | 0.007 | 0.007 | 0.008 |
| DAYS_REGISTRATION | 0.067 | 0.035 | 0.037 | 0.075 | 0.000 | 0.000 | 0.004 | 0.041 | 0.000 | -0.033 | 0.006 | 0.006 | 0.004 | -0.032 | -0.030 | -0.029 | 0.168 | 0.150 | 0.095 | 0.017 | 0.020 | 0.016 | 0.281 | -0.038 | 0.102 | 0.073 | 1.000 | 0.005 | 0.008 | 0.014 | 0.015 | 0.019 | 0.024 | -0.078 | -0.076 | -0.072 | -0.134 | -0.071 | -0.107 | 0.000 | 0.000 | 0.000 | 0.063 | 0.000 | 0.000 | 0.161 | 0.000 | 0.060 | 0.005 | 0.044 | 0.265 | 0.000 | 0.092 | 0.053 | 0.088 | 0.083 | 0.035 | 0.035 | 0.036 | 0.008 | 0.009 | 0.009 | 0.018 | -0.010 | 0.021 | -0.012 | -0.012 | -0.011 | 0.084 | 0.034 | 0.005 | 0.005 | 0.002 | -0.005 | -0.004 | -0.004 | 0.011 | 0.053 | 0.067 | 0.047 | 0.108 | 0.013 | 0.049 | 0.051 | 0.049 | 0.053 | 0.056 | 0.051 | 0.011 | 0.011 | 0.029 | -0.028 | -0.034 | 0.064 | 0.047 | 0.085 | 0.117 | 0.033 | 0.044 | 0.001 | 0.002 | 0.048 | 0.007 | 0.136 | 0.136 | 0.134 | 0.145 | 0.144 | 0.142 |
| DEF_30_CNT_SOCIAL_CIRCLE | -0.021 | -0.020 | -0.020 | -0.037 | 0.000 | 0.000 | -0.002 | 0.010 | 0.000 | 0.021 | -0.020 | -0.020 | -0.018 | -0.015 | -0.015 | -0.011 | 0.003 | -0.003 | 0.000 | -0.010 | -0.010 | -0.007 | 0.009 | 0.024 | -0.001 | 0.008 | 0.005 | 1.000 | 0.851 | -0.021 | -0.019 | -0.019 | 0.000 | -0.009 | -0.008 | -0.006 | -0.036 | -0.028 | -0.045 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.008 | 0.000 | 0.000 | 0.000 | 0.000 | 0.004 | 0.000 | 0.000 | 0.000 | 0.000 | 0.002 | -0.023 | -0.022 | -0.022 | -0.015 | -0.015 | -0.014 | 0.017 | -0.013 | 0.000 | 0.010 | 0.009 | 0.012 | 0.003 | 0.000 | -0.026 | -0.025 | -0.023 | -0.024 | -0.023 | -0.019 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.013 | -0.007 | -0.005 | -0.002 | -0.001 | 0.002 | 0.004 | 0.378 | 0.380 | 0.000 | 0.017 | 0.020 | 0.011 | 0.012 | 0.000 | 0.000 | 0.000 | 0.000 | -0.008 | -0.020 | 0.000 | 0.000 | -0.010 | -0.009 | -0.010 | -0.012 | -0.012 | -0.011 |
| DEF_60_CNT_SOCIAL_CIRCLE | -0.025 | -0.024 | -0.023 | -0.044 | 0.000 | 0.000 | -0.002 | 0.010 | 0.000 | 0.018 | -0.017 | -0.017 | -0.015 | -0.010 | -0.010 | -0.006 | 0.004 | -0.001 | 0.000 | -0.012 | -0.010 | -0.006 | 0.009 | 0.024 | 0.004 | 0.011 | 0.008 | 0.851 | 1.000 | -0.023 | -0.021 | -0.021 | 0.000 | -0.004 | -0.003 | -0.001 | -0.041 | -0.029 | -0.048 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.015 | 0.000 | 0.000 | 0.000 | 0.000 | 0.008 | 0.000 | 0.007 | 0.003 | 0.005 | 0.003 | -0.025 | -0.024 | -0.023 | -0.014 | -0.014 | -0.013 | 0.015 | -0.007 | 0.000 | 0.014 | 0.014 | 0.019 | 0.000 | 0.007 | -0.019 | -0.018 | -0.017 | -0.022 | -0.021 | -0.017 | 0.000 | 0.000 | 0.000 | 0.010 | 0.000 | 0.008 | -0.004 | -0.003 | 0.001 | -0.007 | -0.004 | 0.001 | 0.306 | 0.307 | 0.000 | 0.023 | 0.017 | 0.015 | 0.011 | 0.003 | 0.000 | 0.000 | 0.007 | -0.005 | -0.016 | 0.000 | 0.005 | -0.010 | -0.010 | -0.009 | -0.014 | -0.014 | -0.013 |
| ELEVATORS_AVG | 0.115 | 0.097 | 0.102 | 0.148 | 0.000 | 0.019 | -0.010 | -0.009 | 0.000 | -0.016 | 0.714 | 0.704 | 0.655 | 0.441 | 0.434 | 0.382 | 0.005 | 0.016 | 0.000 | 0.475 | 0.466 | 0.430 | -0.000 | -0.004 | -0.005 | -0.020 | 0.014 | -0.021 | -0.023 | 1.000 | 0.990 | 0.968 | 0.052 | 0.183 | 0.177 | 0.137 | 0.072 | 0.134 | 0.012 | 0.000 | 0.000 | 0.000 | 0.061 | 0.000 | 0.011 | 0.000 | 1.000 | 0.055 | 0.051 | 0.046 | 0.000 | 0.000 | 0.038 | 0.017 | 0.078 | 0.000 | 0.855 | 0.847 | 0.826 | 0.586 | 0.578 | 0.552 | 0.062 | 0.088 | 0.052 | 0.239 | 0.234 | 0.202 | 0.057 | 0.037 | 0.712 | 0.703 | 0.660 | 0.745 | 0.735 | 0.680 | 0.000 | 0.052 | 0.018 | 0.009 | 0.039 | 0.012 | 0.244 | 0.231 | 0.205 | 0.230 | 0.217 | 0.183 | -0.037 | -0.037 | 0.034 | -0.109 | 0.195 | 0.187 | 0.184 | 0.056 | 0.083 | 0.044 | 0.026 | -0.001 | 0.730 | 0.146 | 0.000 | 0.494 | 0.491 | 0.480 | 0.488 | 0.486 | 0.477 |
| ELEVATORS_MEDI | 0.111 | 0.094 | 0.099 | 0.144 | 0.000 | 0.018 | -0.008 | -0.010 | 0.000 | -0.017 | 0.710 | 0.707 | 0.661 | 0.436 | 0.433 | 0.388 | 0.003 | 0.015 | 0.000 | 0.473 | 0.470 | 0.441 | -0.000 | -0.002 | -0.003 | -0.019 | 0.015 | -0.019 | -0.021 | 0.990 | 1.000 | 0.978 | 0.051 | 0.179 | 0.176 | 0.139 | 0.069 | 0.130 | 0.012 | 0.000 | 0.000 | 0.000 | 0.061 | 0.000 | 0.014 | 0.000 | 1.000 | 0.055 | 0.053 | 0.046 | 0.000 | 0.000 | 0.039 | 0.019 | 0.077 | 0.000 | 0.850 | 0.852 | 0.831 | 0.584 | 0.583 | 0.558 | 0.062 | 0.086 | 0.051 | 0.241 | 0.238 | 0.214 | 0.056 | 0.036 | 0.707 | 0.705 | 0.667 | 0.739 | 0.738 | 0.689 | 0.000 | 0.052 | 0.019 | 0.008 | 0.039 | 0.012 | 0.233 | 0.233 | 0.211 | 0.221 | 0.220 | 0.193 | -0.036 | -0.035 | 0.034 | -0.109 | 0.188 | 0.183 | 0.181 | 0.055 | 0.081 | 0.044 | 0.025 | -0.001 | 0.726 | 0.146 | 0.002 | 0.498 | 0.497 | 0.487 | 0.492 | 0.492 | 0.486 |
| ELEVATORS_MODE | 0.107 | 0.091 | 0.096 | 0.139 | 0.010 | 0.006 | -0.007 | -0.010 | 0.000 | -0.017 | 0.697 | 0.696 | 0.678 | 0.427 | 0.424 | 0.404 | 0.004 | 0.016 | 0.000 | 0.468 | 0.466 | 0.451 | 0.002 | -0.003 | -0.003 | -0.021 | 0.019 | -0.019 | -0.021 | 0.968 | 0.978 | 1.000 | 0.049 | 0.172 | 0.169 | 0.157 | 0.064 | 0.125 | 0.010 | 0.000 | 0.000 | 0.000 | 0.056 | 0.000 | 0.000 | 0.000 | 1.000 | 0.054 | 0.043 | 0.045 | 0.000 | 0.000 | 0.033 | 0.016 | 0.073 | 0.000 | 0.835 | 0.836 | 0.839 | 0.571 | 0.570 | 0.559 | 0.059 | 0.082 | 0.049 | 0.244 | 0.242 | 0.231 | 0.054 | 0.031 | 0.690 | 0.690 | 0.675 | 0.726 | 0.726 | 0.704 | 0.004 | 0.052 | 0.018 | 0.001 | 0.036 | 0.011 | 0.221 | 0.223 | 0.219 | 0.206 | 0.210 | 0.207 | -0.034 | -0.034 | 0.034 | -0.104 | 0.179 | 0.166 | 0.164 | 0.053 | 0.076 | 0.043 | 0.020 | -0.003 | 0.716 | 0.144 | 0.011 | 0.494 | 0.493 | 0.496 | 0.485 | 0.484 | 0.489 |
| EMERGENCYSTATE_MODE | 0.010 | 0.007 | 0.010 | 0.000 | 0.012 | 0.000 | 0.000 | 0.000 | 0.000 | 0.012 | 0.082 | 0.081 | 0.080 | 0.051 | 0.051 | 0.048 | 0.000 | 0.000 | 0.000 | 0.015 | 0.015 | 0.012 | 0.000 | 0.000 | 0.025 | 0.003 | 0.024 | 0.000 | 0.000 | 0.052 | 0.051 | 0.049 | 1.000 | 0.114 | 0.114 | 0.111 | 0.000 | 0.011 | 0.000 | 0.000 | 0.000 | 0.000 | 0.010 | 0.000 | 0.000 | 0.004 | 1.000 | 0.000 | 0.000 | 0.009 | 0.000 | 0.000 | 0.003 | 0.018 | 0.016 | 0.000 | 0.228 | 0.228 | 0.234 | 0.110 | 0.110 | 0.107 | 0.143 | 0.020 | 0.034 | 0.047 | 0.045 | 0.046 | 0.000 | 0.000 | 0.056 | 0.058 | 0.059 | 0.081 | 0.081 | 0.078 | 0.000 | 0.022 | 0.000 | 0.025 | 0.013 | 0.020 | 0.000 | 0.000 | 0.000 | 0.010 | 0.010 | 0.011 | 0.000 | 0.000 | 0.009 | 0.031 | 0.047 | 0.031 | 0.028 | 0.028 | 0.013 | 0.006 | 0.000 | 0.011 | 0.076 | 0.304 | 0.012 | 0.000 | 0.000 | 0.000 | 0.171 | 0.173 | 0.158 |
| ENTRANCES_AVG | 0.020 | 0.017 | 0.021 | 0.034 | 0.000 | 0.012 | -0.000 | 0.004 | 0.000 | -0.000 | 0.558 | 0.557 | 0.554 | 0.657 | 0.655 | 0.640 | -0.002 | 0.008 | 0.000 | 0.333 | 0.332 | 0.334 | -0.012 | -0.002 | -0.021 | -0.008 | -0.078 | -0.009 | -0.004 | 0.183 | 0.179 | 0.172 | 0.114 | 1.000 | 0.993 | 0.957 | 0.028 | 0.040 | 0.010 | 0.000 | 0.000 | 0.000 | 0.026 | 0.000 | 0.000 | 0.000 | 1.000 | 0.015 | 0.020 | 0.026 | 0.000 | 0.052 | 0.023 | 0.034 | 0.054 | 0.013 | 0.168 | 0.169 | 0.176 | 0.080 | 0.079 | 0.085 | 0.052 | 0.017 | 0.104 | 0.404 | 0.403 | 0.393 | 0.027 | 0.019 | 0.534 | 0.534 | 0.533 | 0.605 | 0.603 | 0.600 | 0.000 | 0.016 | 0.009 | 0.018 | 0.009 | 0.017 | 0.122 | 0.123 | 0.128 | 0.108 | 0.108 | 0.116 | -0.013 | -0.012 | 0.016 | -0.026 | 0.043 | 0.046 | 0.045 | 0.040 | 0.041 | 0.000 | 0.016 | -0.005 | 0.584 | 0.138 | 0.000 | 0.114 | 0.113 | 0.120 | 0.076 | 0.076 | 0.083 |
| ENTRANCES_MEDI | 0.017 | 0.015 | 0.019 | 0.031 | 0.000 | 0.013 | -0.000 | 0.003 | 0.000 | -0.002 | 0.550 | 0.555 | 0.556 | 0.650 | 0.656 | 0.642 | -0.002 | 0.008 | 0.000 | 0.327 | 0.330 | 0.334 | -0.012 | -0.001 | -0.022 | -0.007 | -0.076 | -0.008 | -0.003 | 0.177 | 0.176 | 0.169 | 0.114 | 0.993 | 1.000 | 0.965 | 0.026 | 0.038 | 0.010 | 0.000 | 0.000 | 0.000 | 0.025 | 0.000 | 0.000 | 0.000 | 1.000 | 0.013 | 0.019 | 0.026 | 0.000 | 0.052 | 0.025 | 0.034 | 0.055 | 0.014 | 0.162 | 0.163 | 0.171 | 0.075 | 0.074 | 0.082 | 0.051 | 0.016 | 0.104 | 0.403 | 0.404 | 0.397 | 0.026 | 0.019 | 0.524 | 0.530 | 0.531 | 0.597 | 0.602 | 0.600 | 0.000 | 0.016 | 0.009 | 0.019 | 0.011 | 0.017 | 0.114 | 0.120 | 0.127 | 0.103 | 0.107 | 0.118 | -0.014 | -0.013 | 0.016 | -0.026 | 0.041 | 0.044 | 0.043 | 0.039 | 0.041 | 0.000 | 0.016 | -0.004 | 0.577 | 0.136 | 0.000 | 0.110 | 0.109 | 0.118 | 0.073 | 0.072 | 0.081 |
| ENTRANCES_MODE | 0.009 | 0.008 | 0.011 | 0.017 | 0.000 | 0.015 | -0.002 | 0.005 | 0.000 | 0.001 | 0.510 | 0.517 | 0.557 | 0.615 | 0.622 | 0.646 | -0.002 | 0.008 | 0.000 | 0.300 | 0.305 | 0.330 | -0.010 | 0.002 | -0.020 | -0.004 | -0.072 | -0.006 | -0.001 | 0.137 | 0.139 | 0.157 | 0.111 | 0.957 | 0.965 | 1.000 | 0.021 | 0.025 | 0.009 | 0.000 | 0.000 | 0.000 | 0.021 | 0.000 | 0.000 | 0.000 | 1.000 | 0.008 | 0.015 | 0.026 | 0.000 | 0.052 | 0.022 | 0.036 | 0.049 | 0.012 | 0.126 | 0.129 | 0.155 | 0.048 | 0.048 | 0.068 | 0.047 | 0.007 | 0.099 | 0.396 | 0.399 | 0.415 | 0.024 | 0.021 | 0.477 | 0.484 | 0.519 | 0.556 | 0.563 | 0.597 | 0.000 | 0.009 | 0.008 | 0.017 | 0.008 | 0.017 | 0.091 | 0.101 | 0.134 | 0.076 | 0.087 | 0.128 | -0.011 | -0.011 | 0.014 | -0.019 | 0.025 | 0.030 | 0.029 | 0.035 | 0.036 | 0.000 | 0.018 | -0.007 | 0.544 | 0.135 | 0.000 | 0.091 | 0.091 | 0.114 | 0.047 | 0.047 | 0.068 |
| EXT_SOURCE_1 | 0.085 | 0.167 | 0.170 | 0.080 | 0.042 | 0.016 | -0.012 | -0.057 | 0.037 | 0.017 | 0.044 | 0.042 | 0.035 | 0.042 | 0.040 | 0.032 | -0.134 | -0.072 | 0.292 | 0.018 | 0.015 | 0.010 | -0.523 | -0.027 | -0.098 | -0.129 | -0.134 | -0.036 | -0.041 | 0.072 | 0.069 | 0.064 | 0.000 | 0.028 | 0.026 | 0.021 | 1.000 | 0.207 | 0.146 | 0.000 | 0.009 | 0.008 | 0.072 | 0.000 | 0.008 | 0.167 | 0.000 | 0.052 | 0.011 | 0.043 | 0.266 | 1.000 | 0.045 | 0.053 | 0.086 | 0.067 | 0.071 | 0.070 | 0.065 | 0.064 | 0.061 | 0.057 | 0.020 | 0.034 | 0.007 | -0.019 | -0.020 | -0.022 | 0.110 | 0.020 | 0.055 | 0.053 | 0.048 | 0.063 | 0.059 | 0.054 | 0.010 | 0.067 | 0.089 | 0.073 | 0.113 | 0.007 | 0.043 | 0.038 | 0.037 | 0.040 | 0.037 | 0.029 | -0.025 | -0.024 | 0.085 | -0.114 | 0.069 | 0.086 | 0.067 | 0.133 | 0.169 | 0.030 | 0.034 | 0.002 | 0.063 | 0.000 | 0.011 | 0.013 | 0.012 | 0.010 | 0.008 | 0.007 | 0.006 |
| EXT_SOURCE_2 | 0.114 | 0.121 | 0.127 | 0.173 | 0.015 | 0.010 | -0.011 | -0.036 | 0.000 | -0.006 | 0.101 | 0.099 | 0.089 | 0.057 | 0.055 | 0.037 | -0.014 | 0.007 | 0.031 | 0.047 | 0.045 | 0.033 | -0.122 | -0.070 | -0.052 | -0.218 | -0.071 | -0.028 | -0.029 | 0.134 | 0.130 | 0.125 | 0.011 | 0.040 | 0.038 | 0.025 | 0.207 | 1.000 | 0.100 | 0.006 | 0.012 | 0.006 | 0.038 | 0.000 | 0.012 | 0.021 | 0.000 | 0.048 | 0.020 | 0.018 | 0.032 | 1.000 | 0.041 | 0.010 | 0.084 | 0.020 | 0.133 | 0.130 | 0.124 | 0.111 | 0.108 | 0.100 | 0.019 | 0.164 | 0.026 | -0.012 | -0.014 | -0.022 | 0.067 | 0.068 | 0.097 | 0.095 | 0.083 | 0.113 | 0.111 | 0.100 | 0.004 | 0.059 | 0.033 | 0.032 | 0.041 | 0.005 | 0.024 | 0.020 | 0.009 | 0.050 | 0.045 | 0.032 | -0.023 | -0.023 | 0.046 | -0.127 | 0.202 | 0.269 | 0.214 | 0.042 | 0.085 | 0.038 | 0.069 | 0.004 | 0.107 | 0.030 | 0.003 | 0.017 | 0.016 | 0.015 | 0.016 | 0.015 | 0.012 |
| EXT_SOURCE_3 | -0.009 | 0.007 | 0.009 | -0.100 | 0.000 | 0.007 | -0.025 | -0.098 | 0.016 | 0.007 | 0.015 | 0.015 | 0.013 | 0.014 | 0.014 | 0.010 | -0.044 | -0.028 | 0.036 | 0.003 | 0.001 | -0.003 | -0.180 | 0.003 | -0.119 | -0.063 | -0.107 | -0.045 | -0.048 | 0.012 | 0.012 | 0.010 | 0.000 | 0.010 | 0.010 | 0.009 | 0.146 | 0.100 | 1.000 | 0.010 | 0.010 | 0.000 | 0.038 | 0.000 | 0.015 | 0.066 | 0.008 | 0.016 | 0.015 | 0.032 | 0.103 | 0.009 | 0.020 | 0.046 | 0.000 | 0.074 | 0.020 | 0.019 | 0.019 | 0.014 | 0.015 | 0.014 | 0.000 | -0.032 | 0.016 | 0.017 | 0.016 | 0.014 | 0.038 | 0.022 | 0.008 | 0.009 | 0.005 | 0.022 | 0.020 | 0.020 | 0.010 | 0.032 | 0.025 | 0.026 | 0.051 | 0.017 | 0.001 | -0.000 | -0.003 | -0.002 | -0.004 | -0.004 | -0.009 | -0.009 | 0.017 | 0.035 | 0.009 | 0.022 | 0.018 | 0.071 | 0.071 | 0.042 | 0.039 | 0.009 | 0.020 | 0.000 | 0.001 | 0.011 | 0.010 | 0.010 | 0.011 | 0.010 | 0.010 |
| FLAG_CONT_MOBILE | 0.045 | 0.035 | 0.025 | 0.000 | 0.000 | 0.009 | 0.000 | 0.000 | 0.000 | 0.002 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.010 | 0.000 | 0.004 | 0.006 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.006 | 0.010 | 1.000 | 0.000 | 0.000 | 0.071 | 0.000 | 0.000 | 0.011 | 0.120 | 0.011 | 0.000 | 0.000 | 0.000 | 0.000 | 0.005 | 0.000 | 0.008 | 0.019 | 0.008 | 0.007 | 0.009 | 0.000 | 0.000 | 0.000 | 0.000 | 0.011 | 0.000 | 0.000 | 0.000 | 0.001 | 0.007 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.406 | 0.014 | 0.000 | 0.000 | 0.005 | 0.042 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.010 | 0.000 | 0.000 | 0.004 | 0.000 | 0.000 | 0.009 | 0.000 | 0.000 | 0.000 | 0.000 | 0.006 | 0.006 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| FLAG_DOCUMENT_11 | 0.025 | 0.024 | 0.095 | 0.000 | 0.054 | 0.000 | 0.000 | 0.014 | 0.000 | 0.019 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.046 | 0.015 | 0.017 | 0.034 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.009 | 0.012 | 0.010 | 0.000 | 1.000 | 0.000 | 0.065 | 0.000 | 0.000 | 0.008 | 0.000 | 0.008 | 0.000 | 0.012 | 0.015 | 0.000 | 0.000 | 0.010 | 0.000 | 0.067 | 0.011 | 0.014 | 0.025 | 0.022 | 0.023 | 0.023 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.070 | 0.015 | 0.034 | 0.012 | 0.048 | 0.011 | 0.000 | 0.000 | 0.000 | 0.029 | 0.030 | 0.028 | 0.000 | 0.000 | 0.022 | 0.016 | 0.012 | 0.007 | 0.003 | 0.038 | 0.021 | 0.072 | 0.040 | 0.007 | 0.000 | 0.000 | 0.012 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| FLAG_DOCUMENT_18 | 0.009 | 0.013 | 0.020 | 0.000 | 0.000 | 0.000 | 0.000 | 0.021 | 0.007 | 0.000 | 0.017 | 0.016 | 0.022 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.002 | 0.020 | 0.021 | 0.024 | 0.043 | 0.018 | 0.020 | 0.023 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.008 | 0.006 | 0.000 | 0.000 | 0.000 | 1.000 | 0.075 | 0.000 | 0.000 | 0.010 | 0.000 | 0.010 | 0.000 | 0.013 | 0.018 | 0.000 | 0.006 | 0.015 | 0.023 | 0.077 | 0.015 | 0.014 | 0.014 | 0.014 | 0.015 | 0.017 | 0.000 | 0.004 | 0.000 | 0.000 | 0.000 | 0.000 | 0.007 | 0.000 | 0.074 | 0.035 | 0.029 | 0.011 | 0.008 | 0.007 | 0.015 | 0.018 | 0.026 | 0.000 | 0.057 | 0.014 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.024 | 0.006 | 0.034 | 0.015 | 0.015 | 0.026 | 0.025 | 0.031 | 0.021 | 0.000 | 0.000 | 0.000 | 0.012 | 0.037 | 0.039 | 0.013 | 0.000 | 0.000 | 0.000 |
| FLAG_DOCUMENT_3 | 0.044 | 0.027 | 0.023 | 0.040 | 0.006 | 0.000 | 0.011 | 0.021 | 0.004 | 0.016 | 0.039 | 0.038 | 0.035 | 0.024 | 0.023 | 0.019 | 0.018 | 0.042 | 0.113 | 0.038 | 0.036 | 0.036 | 0.239 | 0.297 | 0.089 | 0.048 | 0.063 | 0.000 | 0.000 | 0.061 | 0.061 | 0.056 | 0.010 | 0.026 | 0.025 | 0.021 | 0.072 | 0.038 | 0.038 | 0.071 | 0.065 | 0.075 | 1.000 | 0.016 | 0.235 | 0.594 | 0.007 | 0.598 | 0.129 | 0.006 | 0.296 | 0.000 | 0.083 | 0.041 | 0.030 | 0.047 | 0.076 | 0.075 | 0.072 | 0.065 | 0.064 | 0.060 | 0.000 | 0.020 | 0.018 | 0.000 | 0.000 | 0.000 | 0.051 | 0.016 | 0.045 | 0.044 | 0.041 | 0.046 | 0.049 | 0.045 | 0.180 | 0.039 | 0.055 | 0.024 | 0.303 | 0.027 | 0.013 | 0.014 | 0.000 | 0.000 | 0.000 | 0.013 | 0.000 | 0.000 | 0.174 | 0.058 | 0.121 | 0.109 | 0.105 | 0.015 | 0.064 | 0.023 | 0.018 | 0.000 | 0.050 | 0.032 | 0.012 | 0.004 | 0.000 | 0.000 | 0.029 | 0.026 | 0.025 |
| FLAG_DOCUMENT_4 | 0.007 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.002 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.016 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.002 | 0.000 | 0.000 | 0.000 | 0.009 | 0.012 | 0.014 | 0.016 | 0.017 | 0.019 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.017 | 0.010 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.030 | 1.000 | 0.009 | 0.007 | 0.004 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.018 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| FLAG_DOCUMENT_5 | 0.011 | 0.017 | 0.009 | 0.000 | 0.000 | 0.003 | 0.039 | 0.040 | 0.000 | 0.004 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.021 | 0.000 | 0.000 | 0.010 | 0.010 | 0.000 | 0.020 | 0.000 | 0.000 | 0.000 | 0.011 | 0.014 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.008 | 0.012 | 0.015 | 0.000 | 0.000 | 0.000 | 0.235 | 0.000 | 1.000 | 0.037 | 0.000 | 0.038 | 0.005 | 0.006 | 0.010 | 0.000 | 0.012 | 0.000 | 0.042 | 0.024 | 0.038 | 0.037 | 0.032 | 0.035 | 0.037 | 0.028 | 0.015 | 0.027 | 0.005 | 0.000 | 0.000 | 0.000 | 0.000 | 0.010 | 0.000 | 0.010 | 0.009 | 0.000 | 0.000 | 0.000 | 0.000 | 0.012 | 0.014 | 0.008 | 0.010 | 0.000 | 0.000 | 0.000 | 0.009 | 0.011 | 0.011 | 0.011 | 0.000 | 0.000 | 0.010 | 0.046 | 0.047 | 0.034 | 0.033 | 0.000 | 0.000 | 0.010 | 0.012 | 0.000 | 0.013 | 0.010 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| FLAG_DOCUMENT_6 | 0.085 | 0.052 | 0.065 | 0.016 | 0.015 | 0.001 | 0.000 | 0.029 | 0.000 | 0.048 | 0.010 | 0.012 | 0.015 | 0.000 | 0.000 | 0.000 | 0.024 | 0.084 | 0.101 | 0.026 | 0.022 | 0.022 | 0.485 | 0.584 | 0.190 | 0.041 | 0.161 | 0.008 | 0.015 | 0.000 | 0.000 | 0.000 | 0.004 | 0.000 | 0.000 | 0.000 | 0.167 | 0.021 | 0.066 | 0.011 | 0.008 | 0.010 | 0.594 | 0.000 | 0.037 | 1.000 | 0.000 | 0.096 | 0.020 | 0.052 | 0.584 | 0.000 | 0.103 | 0.071 | 0.007 | 0.143 | 0.000 | 0.000 | 0.008 | 0.000 | 0.000 | 0.000 | 0.000 | 0.064 | 0.000 | 0.006 | 0.005 | 0.000 | 0.131 | 0.059 | 0.004 | 0.000 | 0.011 | 0.000 | 0.008 | 0.006 | 0.028 | 0.087 | 0.145 | 0.067 | 0.584 | 0.026 | 0.028 | 0.025 | 0.023 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.031 | 0.065 | 0.039 | 0.032 | 0.029 | 0.057 | 0.156 | 0.027 | 0.070 | 0.000 | 0.000 | 0.012 | 0.014 | 0.000 | 0.003 | 0.000 | 0.011 | 0.000 | 0.012 |
| FLAG_DOCUMENT_7 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.000 | 0.000 | 0.000 | 1.000 | 1.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.000 | 0.000 | 0.008 | 0.120 | 0.000 | 0.000 | 0.007 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.003 | 0.000 | 0.000 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.000 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.050 | 0.000 | 0.013 | 0.000 | 0.000 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.011 | 0.004 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 1.000 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| FLAG_DOCUMENT_8 | 0.126 | 0.073 | 0.079 | 0.070 | 0.000 | 0.000 | 0.000 | 0.017 | 0.000 | 0.025 | 0.039 | 0.037 | 0.035 | 0.022 | 0.021 | 0.008 | 0.014 | 0.036 | 0.257 | 0.035 | 0.030 | 0.029 | 0.129 | 0.127 | 0.039 | 0.035 | 0.060 | 0.000 | 0.000 | 0.055 | 0.055 | 0.054 | 0.000 | 0.015 | 0.013 | 0.008 | 0.052 | 0.048 | 0.016 | 0.011 | 0.008 | 0.010 | 0.598 | 0.000 | 0.038 | 0.096 | 0.000 | 1.000 | 0.020 | 0.035 | 0.127 | 0.000 | 0.231 | 0.024 | 0.016 | 0.034 | 0.070 | 0.069 | 0.069 | 0.056 | 0.053 | 0.053 | 0.000 | 0.030 | 0.017 | 0.004 | 0.012 | 0.000 | 0.057 | 0.069 | 0.046 | 0.043 | 0.038 | 0.047 | 0.046 | 0.042 | 0.027 | 0.084 | 0.060 | 0.030 | 0.136 | 0.026 | 0.028 | 0.024 | 0.000 | 0.000 | 0.000 | 0.008 | 0.000 | 0.000 | 0.212 | 0.076 | 0.113 | 0.114 | 0.114 | 0.013 | 0.052 | 0.020 | 0.065 | 0.000 | 0.044 | 0.036 | 0.013 | 0.000 | 0.000 | 0.000 | 0.048 | 0.044 | 0.042 |
| FLAG_DOCUMENT_9 | 0.039 | 0.027 | 0.032 | 0.040 | 0.002 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.025 | 0.027 | 0.024 | 0.030 | 0.030 | 0.031 | 0.000 | 0.000 | 0.008 | 0.079 | 0.081 | 0.084 | 0.030 | 0.028 | 0.032 | 0.022 | 0.005 | 0.000 | 0.000 | 0.051 | 0.053 | 0.043 | 0.000 | 0.020 | 0.019 | 0.015 | 0.011 | 0.020 | 0.015 | 0.000 | 0.000 | 0.000 | 0.129 | 0.000 | 0.005 | 0.020 | 0.000 | 0.020 | 1.000 | 0.008 | 0.028 | 0.000 | 0.007 | 0.000 | 0.014 | 0.017 | 0.057 | 0.053 | 0.053 | 0.033 | 0.033 | 0.033 | 0.006 | 0.021 | 0.005 | 0.007 | 0.011 | 0.017 | 0.000 | 0.023 | 0.044 | 0.043 | 0.032 | 0.027 | 0.024 | 0.027 | 0.002 | 0.039 | 0.012 | 0.008 | 0.034 | 0.000 | 0.000 | 0.000 | 0.000 | 0.032 | 0.028 | 0.030 | 0.000 | 0.000 | 0.029 | 0.019 | 0.051 | 0.059 | 0.056 | 0.003 | 0.000 | 0.023 | 0.028 | 0.000 | 0.028 | 0.030 | 0.007 | 0.000 | 0.000 | 0.000 | 0.004 | 0.003 | 0.010 |
| FLAG_EMAIL | 0.074 | 0.066 | 0.051 | 0.043 | 0.007 | 0.004 | 0.012 | 0.022 | 0.000 | 0.000 | 0.044 | 0.043 | 0.041 | 0.028 | 0.028 | 0.024 | 0.000 | 0.020 | 0.023 | 0.018 | 0.020 | 0.017 | 0.119 | 0.085 | 0.050 | 0.018 | 0.044 | 0.000 | 0.000 | 0.046 | 0.046 | 0.045 | 0.009 | 0.026 | 0.026 | 0.026 | 0.043 | 0.018 | 0.032 | 0.000 | 0.012 | 0.013 | 0.006 | 0.000 | 0.006 | 0.052 | 0.000 | 0.035 | 0.008 | 1.000 | 0.085 | 0.000 | 0.043 | 0.087 | 0.027 | 0.127 | 0.051 | 0.049 | 0.048 | 0.022 | 0.025 | 0.023 | 0.019 | 0.029 | 0.015 | 0.026 | 0.021 | 0.017 | 0.027 | 0.019 | 0.033 | 0.035 | 0.036 | 0.046 | 0.045 | 0.043 | 0.020 | 0.108 | 0.052 | 0.027 | 0.111 | 0.018 | 0.000 | 0.000 | 0.000 | 0.002 | 0.000 | 0.000 | 0.000 | 0.000 | 0.087 | 0.029 | 0.055 | 0.068 | 0.061 | 0.011 | 0.014 | 0.000 | 0.018 | 0.013 | 0.048 | 0.032 | 0.008 | 0.004 | 0.008 | 0.010 | 0.024 | 0.025 | 0.021 |
| FLAG_EMP_PHONE | 0.136 | 0.086 | 0.097 | 0.037 | 0.001 | 0.011 | 0.008 | 0.047 | 0.012 | 0.068 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.043 | 0.136 | 0.160 | 0.024 | 0.023 | 0.024 | 0.772 | 1.000 | 0.305 | 0.061 | 0.265 | 0.004 | 0.008 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.266 | 0.032 | 0.103 | 0.000 | 0.015 | 0.018 | 0.296 | 0.000 | 0.010 | 0.584 | 0.000 | 0.127 | 0.028 | 0.085 | 1.000 | 0.000 | 0.159 | 0.074 | 0.000 | 0.246 | 0.008 | 0.008 | 0.012 | 0.000 | 0.000 | 0.000 | 0.011 | 0.088 | 0.000 | 0.000 | 0.000 | 0.000 | 0.223 | 0.101 | 0.009 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.139 | 0.229 | 0.107 | 1.000 | 0.047 | 0.014 | 0.010 | 0.018 | 0.014 | 0.009 | 0.000 | 0.000 | 0.000 | 1.000 | 0.077 | 0.045 | 0.028 | 0.033 | 0.095 | 0.261 | 0.045 | 0.117 | 0.002 | 0.008 | 0.000 | 0.024 | 0.000 | 0.000 | 0.000 | 0.024 | 0.023 | 0.026 |
| FLAG_MOBIL | 0.013 | 0.029 | 0.029 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.003 | 0.004 | 0.007 | 0.023 | 0.023 | 0.023 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.004 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.052 | 0.052 | 0.052 | 1.000 | 1.000 | 0.009 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.033 | 0.032 | 0.033 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.010 | 0.010 | 0.011 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.009 | 0.000 | 0.000 | 0.000 | 0.000 | 0.004 | 0.010 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| FLAG_OWN_CAR | 0.156 | 0.124 | 0.126 | 0.069 | 0.005 | 0.000 | 0.000 | 0.017 | 0.004 | 0.034 | 0.023 | 0.024 | 0.021 | 0.000 | 0.000 | 0.000 | 0.039 | 0.087 | 0.328 | 0.007 | 0.004 | 0.000 | 0.161 | 0.159 | 0.031 | 0.044 | 0.092 | 0.000 | 0.007 | 0.038 | 0.039 | 0.033 | 0.003 | 0.023 | 0.025 | 0.022 | 0.045 | 0.041 | 0.020 | 0.005 | 0.000 | 0.006 | 0.083 | 0.002 | 0.012 | 0.103 | 0.003 | 0.231 | 0.007 | 0.043 | 0.159 | 0.000 | 1.000 | 0.000 | 0.000 | 0.020 | 0.042 | 0.040 | 0.040 | 0.034 | 0.034 | 0.035 | 0.000 | 0.015 | 0.019 | 0.007 | 0.005 | 0.000 | 0.091 | 0.047 | 0.025 | 0.024 | 0.023 | 0.035 | 0.034 | 0.034 | 0.004 | 0.094 | 0.172 | 0.036 | 0.160 | 0.036 | 0.019 | 0.019 | 0.012 | 0.000 | 0.000 | 0.005 | 0.000 | 0.000 | 0.260 | 1.000 | 0.031 | 0.015 | 0.015 | 0.000 | 0.075 | 0.005 | 0.036 | 0.009 | 0.030 | 0.027 | 0.006 | 0.001 | 0.004 | 0.000 | 0.048 | 0.048 | 0.049 |
| FLAG_OWN_REALTY | 0.024 | 0.023 | 0.037 | 0.000 | 0.007 | 0.000 | 0.009 | 0.017 | 0.000 | 0.046 | 0.029 | 0.031 | 0.033 | 0.012 | 0.016 | 0.020 | 0.000 | 0.000 | 0.024 | 0.028 | 0.027 | 0.026 | 0.113 | 0.074 | 0.045 | 0.072 | 0.053 | 0.000 | 0.003 | 0.017 | 0.019 | 0.016 | 0.018 | 0.034 | 0.034 | 0.036 | 0.053 | 0.010 | 0.046 | 0.000 | 0.010 | 0.015 | 0.041 | 0.000 | 0.000 | 0.071 | 0.000 | 0.024 | 0.000 | 0.087 | 0.074 | 0.000 | 0.000 | 1.000 | 0.093 | 0.230 | 0.051 | 0.052 | 0.051 | 0.050 | 0.051 | 0.051 | 0.018 | 0.133 | 0.019 | 0.028 | 0.024 | 0.024 | 0.057 | 0.024 | 0.012 | 0.010 | 0.020 | 0.028 | 0.030 | 0.034 | 0.028 | 0.016 | 0.033 | 0.194 | 0.089 | 0.092 | 0.000 | 0.000 | 0.000 | 0.000 | 0.006 | 0.000 | 0.000 | 0.000 | 0.000 | 0.061 | 0.058 | 0.022 | 0.027 | 0.061 | 0.076 | 0.047 | 0.040 | 0.017 | 0.027 | 0.044 | 0.079 | 0.008 | 0.008 | 0.011 | 0.021 | 0.014 | 0.000 |
| FLAG_PHONE | 0.026 | 0.039 | 0.037 | 0.018 | 0.010 | 0.000 | 0.000 | 0.020 | 0.000 | 0.008 | 0.060 | 0.058 | 0.051 | 0.058 | 0.055 | 0.048 | 0.001 | 0.019 | 0.025 | 0.029 | 0.025 | 0.018 | 0.042 | 0.000 | 0.030 | 0.090 | 0.088 | 0.000 | 0.005 | 0.078 | 0.077 | 0.073 | 0.016 | 0.054 | 0.055 | 0.049 | 0.086 | 0.084 | 0.000 | 0.008 | 0.000 | 0.023 | 0.030 | 0.000 | 0.042 | 0.007 | 0.000 | 0.016 | 0.014 | 0.027 | 0.000 | 0.000 | 0.000 | 0.093 | 1.000 | 0.265 | 0.084 | 0.081 | 0.076 | 0.072 | 0.072 | 0.071 | 0.025 | 0.074 | 0.032 | 0.015 | 0.018 | 0.018 | 0.032 | 0.012 | 0.053 | 0.055 | 0.047 | 0.071 | 0.069 | 0.063 | 0.011 | 0.039 | 0.024 | 0.039 | 0.016 | 0.026 | 0.010 | 0.011 | 0.016 | 0.000 | 0.008 | 0.003 | 0.000 | 0.000 | 0.060 | 0.072 | 0.142 | 0.129 | 0.123 | 0.060 | 0.058 | 0.008 | 0.006 | 0.000 | 0.068 | 0.040 | 0.038 | 0.000 | 0.005 | 0.004 | 0.044 | 0.037 | 0.035 |
| FLAG_WORK_PHONE | 0.058 | 0.069 | 0.036 | 0.014 | 0.003 | 0.006 | 0.015 | 0.000 | 0.000 | 0.056 | 0.023 | 0.024 | 0.021 | 0.000 | 0.000 | 0.000 | 0.016 | 0.030 | 0.030 | 0.000 | 0.000 | 0.000 | 0.210 | 0.246 | 0.084 | 0.076 | 0.083 | 0.002 | 0.003 | 0.000 | 0.000 | 0.000 | 0.000 | 0.013 | 0.014 | 0.012 | 0.067 | 0.020 | 0.074 | 0.019 | 0.067 | 0.077 | 0.047 | 0.000 | 0.024 | 0.143 | 0.000 | 0.034 | 0.017 | 0.127 | 0.246 | 0.000 | 0.020 | 0.230 | 0.265 | 1.000 | 0.039 | 0.038 | 0.034 | 0.037 | 0.038 | 0.037 | 0.023 | 0.094 | 0.004 | 0.000 | 0.002 | 0.000 | 0.108 | 0.056 | 0.026 | 0.022 | 0.023 | 0.007 | 0.010 | 0.000 | 0.017 | 0.039 | 0.063 | 0.031 | 0.255 | 0.059 | 0.013 | 0.018 | 0.011 | 0.000 | 0.000 | 0.001 | 0.000 | 0.000 | 0.040 | 0.079 | 0.040 | 0.007 | 0.000 | 0.061 | 0.123 | 0.079 | 0.087 | 0.000 | 0.020 | 0.030 | 0.067 | 0.000 | 0.000 | 0.000 | 0.018 | 0.016 | 0.019 |
| FLOORSMAX_AVG | 0.115 | 0.098 | 0.104 | 0.153 | 0.008 | 0.042 | -0.006 | -0.007 | 0.005 | -0.013 | 0.748 | 0.742 | 0.708 | 0.419 | 0.413 | 0.371 | 0.009 | 0.020 | 0.009 | 0.488 | 0.480 | 0.448 | -0.001 | -0.013 | -0.009 | -0.023 | 0.035 | -0.023 | -0.025 | 0.855 | 0.850 | 0.835 | 0.228 | 0.168 | 0.162 | 0.126 | 0.071 | 0.133 | 0.020 | 0.008 | 0.011 | 0.015 | 0.076 | 0.009 | 0.038 | 0.000 | 1.000 | 0.070 | 0.057 | 0.051 | 0.008 | 0.000 | 0.042 | 0.051 | 0.084 | 0.039 | 1.000 | 0.994 | 0.979 | 0.666 | 0.659 | 0.631 | 0.101 | 0.086 | 0.106 | 0.247 | 0.242 | 0.216 | 0.114 | 0.065 | 0.718 | 0.712 | 0.679 | 0.776 | 0.771 | 0.734 | 0.023 | 0.071 | 0.012 | 0.026 | 0.044 | 0.015 | 0.259 | 0.247 | 0.220 | 0.247 | 0.235 | 0.198 | -0.030 | -0.030 | 0.042 | -0.117 | 0.203 | 0.248 | 0.245 | 0.110 | 0.151 | 0.024 | 0.057 | -0.003 | 0.771 | 0.270 | 0.000 | 0.581 | 0.578 | 0.569 | 0.571 | 0.568 | 0.560 |
| FLOORSMAX_MEDI | 0.113 | 0.096 | 0.103 | 0.151 | 0.007 | 0.045 | -0.005 | -0.008 | 0.014 | -0.013 | 0.747 | 0.744 | 0.712 | 0.419 | 0.414 | 0.376 | 0.008 | 0.020 | 0.009 | 0.488 | 0.483 | 0.454 | -0.001 | -0.012 | -0.008 | -0.023 | 0.035 | -0.022 | -0.024 | 0.847 | 0.852 | 0.836 | 0.228 | 0.169 | 0.163 | 0.129 | 0.070 | 0.130 | 0.019 | 0.007 | 0.014 | 0.014 | 0.075 | 0.012 | 0.037 | 0.000 | 1.000 | 0.069 | 0.053 | 0.049 | 0.008 | 0.000 | 0.040 | 0.052 | 0.081 | 0.038 | 0.994 | 1.000 | 0.985 | 0.663 | 0.662 | 0.635 | 0.102 | 0.084 | 0.106 | 0.250 | 0.246 | 0.223 | 0.113 | 0.066 | 0.717 | 0.714 | 0.683 | 0.774 | 0.773 | 0.738 | 0.022 | 0.071 | 0.013 | 0.027 | 0.044 | 0.014 | 0.253 | 0.246 | 0.223 | 0.243 | 0.236 | 0.203 | -0.029 | -0.029 | 0.043 | -0.114 | 0.198 | 0.242 | 0.239 | 0.110 | 0.150 | 0.025 | 0.058 | -0.002 | 0.771 | 0.274 | 0.000 | 0.584 | 0.584 | 0.574 | 0.573 | 0.573 | 0.566 |
| FLOORSMAX_MODE | 0.108 | 0.093 | 0.099 | 0.144 | 0.007 | 0.048 | -0.005 | -0.007 | 0.022 | -0.014 | 0.742 | 0.740 | 0.727 | 0.422 | 0.417 | 0.394 | 0.008 | 0.020 | 0.010 | 0.488 | 0.483 | 0.465 | 0.002 | -0.012 | -0.008 | -0.024 | 0.036 | -0.022 | -0.023 | 0.826 | 0.831 | 0.839 | 0.234 | 0.176 | 0.171 | 0.155 | 0.065 | 0.124 | 0.019 | 0.009 | 0.025 | 0.014 | 0.072 | 0.014 | 0.032 | 0.008 | 1.000 | 0.069 | 0.053 | 0.048 | 0.012 | 0.000 | 0.040 | 0.051 | 0.076 | 0.034 | 0.979 | 0.985 | 1.000 | 0.649 | 0.649 | 0.638 | 0.098 | 0.080 | 0.108 | 0.259 | 0.255 | 0.243 | 0.107 | 0.064 | 0.711 | 0.709 | 0.692 | 0.768 | 0.768 | 0.752 | 0.024 | 0.070 | 0.014 | 0.026 | 0.042 | 0.014 | 0.244 | 0.239 | 0.229 | 0.231 | 0.225 | 0.212 | -0.028 | -0.028 | 0.042 | -0.106 | 0.188 | 0.231 | 0.229 | 0.108 | 0.144 | 0.025 | 0.056 | -0.003 | 0.769 | 0.273 | 0.000 | 0.580 | 0.579 | 0.584 | 0.565 | 0.565 | 0.568 |
| FLOORSMIN_AVG | 0.085 | 0.068 | 0.070 | 0.108 | 0.026 | 0.019 | -0.009 | -0.027 | 0.000 | 0.001 | 0.489 | 0.485 | 0.453 | 0.280 | 0.274 | 0.245 | 0.011 | 0.017 | 0.000 | 0.348 | 0.343 | 0.323 | -0.012 | -0.006 | -0.022 | -0.023 | 0.008 | -0.015 | -0.014 | 0.586 | 0.584 | 0.571 | 0.110 | 0.080 | 0.075 | 0.048 | 0.064 | 0.111 | 0.014 | 0.000 | 0.022 | 0.014 | 0.065 | 0.016 | 0.035 | 0.000 | 1.000 | 0.056 | 0.033 | 0.022 | 0.000 | 0.000 | 0.034 | 0.050 | 0.072 | 0.037 | 0.666 | 0.663 | 0.649 | 1.000 | 0.996 | 0.980 | 0.058 | 0.082 | 0.054 | 0.161 | 0.158 | 0.141 | 0.080 | 0.060 | 0.501 | 0.496 | 0.473 | 0.526 | 0.522 | 0.489 | 0.027 | 0.055 | 0.007 | 0.018 | 0.056 | 0.000 | 0.182 | 0.174 | 0.158 | 0.139 | 0.130 | 0.109 | -0.031 | -0.032 | 0.044 | -0.098 | 0.193 | 0.218 | 0.214 | 0.076 | 0.104 | 0.020 | 0.051 | 0.001 | 0.509 | 0.180 | 0.011 | 0.356 | 0.354 | 0.346 | 0.359 | 0.358 | 0.353 |
| FLOORSMIN_MEDI | 0.083 | 0.066 | 0.068 | 0.105 | 0.024 | 0.020 | -0.010 | -0.029 | 0.000 | 0.001 | 0.485 | 0.483 | 0.452 | 0.277 | 0.273 | 0.246 | 0.011 | 0.019 | 0.000 | 0.346 | 0.343 | 0.324 | -0.011 | -0.005 | -0.022 | -0.022 | 0.009 | -0.015 | -0.014 | 0.578 | 0.583 | 0.570 | 0.110 | 0.079 | 0.074 | 0.048 | 0.061 | 0.108 | 0.015 | 0.000 | 0.023 | 0.015 | 0.064 | 0.017 | 0.037 | 0.000 | 1.000 | 0.053 | 0.033 | 0.025 | 0.000 | 0.000 | 0.034 | 0.051 | 0.072 | 0.038 | 0.659 | 0.662 | 0.649 | 0.996 | 1.000 | 0.984 | 0.061 | 0.081 | 0.054 | 0.162 | 0.160 | 0.145 | 0.080 | 0.061 | 0.497 | 0.495 | 0.473 | 0.521 | 0.520 | 0.489 | 0.027 | 0.054 | 0.012 | 0.019 | 0.055 | 0.000 | 0.178 | 0.173 | 0.159 | 0.135 | 0.130 | 0.111 | -0.031 | -0.031 | 0.045 | -0.096 | 0.187 | 0.217 | 0.214 | 0.076 | 0.103 | 0.012 | 0.053 | 0.002 | 0.505 | 0.182 | 0.013 | 0.356 | 0.355 | 0.348 | 0.360 | 0.360 | 0.355 |
| FLOORSMIN_MODE | 0.077 | 0.060 | 0.061 | 0.097 | 0.024 | 0.025 | -0.008 | -0.027 | 0.000 | 0.001 | 0.471 | 0.471 | 0.455 | 0.271 | 0.268 | 0.256 | 0.014 | 0.020 | 0.000 | 0.337 | 0.334 | 0.330 | -0.009 | -0.006 | -0.018 | -0.024 | 0.009 | -0.014 | -0.013 | 0.552 | 0.558 | 0.559 | 0.107 | 0.085 | 0.082 | 0.068 | 0.057 | 0.100 | 0.014 | 0.000 | 0.023 | 0.017 | 0.060 | 0.019 | 0.028 | 0.000 | 1.000 | 0.053 | 0.033 | 0.023 | 0.000 | 0.000 | 0.035 | 0.051 | 0.071 | 0.037 | 0.631 | 0.635 | 0.638 | 0.980 | 0.984 | 1.000 | 0.066 | 0.072 | 0.053 | 0.168 | 0.167 | 0.162 | 0.077 | 0.070 | 0.481 | 0.481 | 0.473 | 0.506 | 0.507 | 0.490 | 0.028 | 0.053 | 0.010 | 0.018 | 0.054 | 0.000 | 0.165 | 0.161 | 0.165 | 0.118 | 0.116 | 0.117 | -0.029 | -0.029 | 0.045 | -0.091 | 0.175 | 0.206 | 0.204 | 0.074 | 0.100 | 0.016 | 0.063 | 0.000 | 0.492 | 0.181 | 0.016 | 0.342 | 0.342 | 0.343 | 0.346 | 0.345 | 0.351 |
| FONDKAPREMONT_MODE | 0.010 | 0.000 | 0.006 | 0.007 | 0.000 | 0.016 | 0.000 | 0.000 | 0.000 | 0.005 | 0.046 | 0.047 | 0.039 | 0.042 | 0.043 | 0.036 | 0.000 | 0.000 | 0.007 | 0.024 | 0.022 | 0.022 | 0.014 | 0.011 | 0.016 | 0.000 | 0.018 | 0.017 | 0.015 | 0.062 | 0.062 | 0.059 | 0.143 | 0.052 | 0.051 | 0.047 | 0.020 | 0.019 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.015 | 0.000 | 1.000 | 0.000 | 0.006 | 0.019 | 0.011 | 0.000 | 0.000 | 0.018 | 0.025 | 0.023 | 0.101 | 0.102 | 0.098 | 0.058 | 0.061 | 0.066 | 1.000 | 0.025 | 0.082 | 0.038 | 0.032 | 0.029 | 0.036 | 0.000 | 0.047 | 0.047 | 0.043 | 0.047 | 0.047 | 0.045 | 0.000 | 0.022 | 0.012 | 0.036 | 0.016 | 0.000 | 0.020 | 0.019 | 0.015 | 0.037 | 0.037 | 0.030 | 0.026 | 0.026 | 0.021 | 0.000 | 0.077 | 0.050 | 0.061 | 0.024 | 0.049 | 0.020 | 0.000 | 0.013 | 0.048 | 0.116 | 0.015 | 0.031 | 0.033 | 0.039 | 0.077 | 0.078 | 0.077 |
| HOUR_APPR_PROCESS_START | 0.036 | 0.027 | 0.033 | 0.092 | 0.000 | 0.013 | 0.001 | -0.000 | 0.000 | -0.030 | 0.067 | 0.067 | 0.058 | 0.024 | 0.024 | 0.010 | 0.006 | -0.007 | 0.010 | 0.018 | 0.016 | 0.007 | 0.086 | -0.042 | 0.045 | -0.011 | -0.010 | -0.013 | -0.007 | 0.088 | 0.086 | 0.082 | 0.020 | 0.017 | 0.016 | 0.007 | 0.034 | 0.164 | -0.032 | 0.011 | 0.000 | 0.004 | 0.020 | 0.000 | 0.027 | 0.064 | 0.000 | 0.030 | 0.021 | 0.029 | 0.088 | 0.000 | 0.015 | 0.133 | 0.074 | 0.094 | 0.086 | 0.084 | 0.080 | 0.082 | 0.081 | 0.072 | 0.025 | 1.000 | 0.000 | -0.028 | -0.029 | -0.031 | 0.035 | 0.062 | 0.062 | 0.060 | 0.050 | 0.066 | 0.065 | 0.055 | 0.000 | 0.046 | 0.021 | 0.025 | 0.045 | 0.023 | 0.015 | 0.010 | 0.000 | 0.030 | 0.030 | 0.021 | -0.022 | -0.022 | 0.023 | -0.138 | 0.110 | 0.227 | 0.166 | 0.024 | 0.038 | 0.062 | 0.081 | 0.004 | 0.062 | 0.034 | 0.033 | -0.004 | -0.005 | -0.008 | -0.001 | -0.001 | -0.005 |
| HOUSETYPE_MODE | 0.007 | 0.006 | 0.007 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.022 | 0.050 | 0.051 | 0.050 | 0.033 | 0.033 | 0.033 | 0.000 | 0.000 | 0.003 | 0.000 | 0.000 | 0.000 | 0.010 | 0.000 | 0.012 | 0.000 | 0.021 | 0.000 | 0.000 | 0.052 | 0.051 | 0.049 | 0.034 | 0.104 | 0.104 | 0.099 | 0.007 | 0.026 | 0.016 | 0.000 | 0.000 | 0.000 | 0.018 | 0.000 | 0.005 | 0.000 | 1.000 | 0.017 | 0.005 | 0.015 | 0.000 | 0.000 | 0.019 | 0.019 | 0.032 | 0.004 | 0.106 | 0.106 | 0.108 | 0.054 | 0.054 | 0.053 | 0.082 | 0.000 | 1.000 | 0.022 | 0.021 | 0.020 | 0.020 | 0.012 | 0.063 | 0.059 | 0.066 | 0.049 | 0.047 | 0.045 | 0.013 | 0.029 | 0.000 | 0.004 | 0.004 | 0.013 | 0.000 | 0.006 | 0.000 | 0.023 | 0.026 | 0.018 | 0.000 | 0.000 | 0.025 | 0.000 | 0.033 | 0.029 | 0.023 | 0.018 | 0.024 | 0.011 | 0.013 | 0.005 | 0.046 | 0.121 | 0.000 | 0.000 | 0.000 | 0.000 | 0.087 | 0.091 | 0.099 |
| LANDAREA_AVG | -0.029 | -0.031 | -0.027 | -0.035 | 0.020 | 0.031 | 0.006 | 0.003 | 0.000 | 0.006 | 0.417 | 0.417 | 0.418 | 0.400 | 0.401 | 0.402 | 0.001 | 0.006 | 0.021 | 0.303 | 0.306 | 0.314 | 0.000 | -0.007 | -0.033 | 0.010 | -0.012 | 0.010 | 0.014 | 0.239 | 0.241 | 0.244 | 0.047 | 0.404 | 0.403 | 0.396 | -0.019 | -0.012 | 0.017 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.006 | 1.000 | 0.004 | 0.007 | 0.026 | 0.000 | 0.033 | 0.007 | 0.028 | 0.015 | 0.000 | 0.247 | 0.250 | 0.259 | 0.161 | 0.162 | 0.168 | 0.038 | -0.028 | 0.022 | 1.000 | 0.996 | 0.969 | 0.032 | 0.006 | 0.376 | 0.378 | 0.380 | 0.441 | 0.442 | 0.442 | 0.028 | 0.000 | 0.009 | 0.024 | 0.000 | 0.016 | 0.122 | 0.125 | 0.134 | 0.087 | 0.093 | 0.108 | 0.014 | 0.014 | 0.010 | -0.020 | -0.084 | 0.035 | 0.031 | 0.035 | 0.045 | 0.005 | 0.000 | -0.010 | 0.428 | 0.088 | 0.000 | 0.193 | 0.193 | 0.200 | 0.177 | 0.177 | 0.185 |
| LANDAREA_MEDI | -0.032 | -0.033 | -0.029 | -0.036 | 0.024 | 0.035 | 0.006 | 0.003 | 0.000 | 0.006 | 0.412 | 0.415 | 0.418 | 0.397 | 0.400 | 0.404 | 0.001 | 0.005 | 0.011 | 0.299 | 0.304 | 0.314 | 0.000 | -0.007 | -0.033 | 0.010 | -0.012 | 0.009 | 0.014 | 0.234 | 0.238 | 0.242 | 0.045 | 0.403 | 0.404 | 0.399 | -0.020 | -0.014 | 0.016 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.005 | 1.000 | 0.012 | 0.011 | 0.021 | 0.000 | 0.032 | 0.005 | 0.024 | 0.018 | 0.002 | 0.242 | 0.246 | 0.255 | 0.158 | 0.160 | 0.167 | 0.032 | -0.029 | 0.021 | 0.996 | 1.000 | 0.972 | 0.030 | 0.000 | 0.370 | 0.374 | 0.377 | 0.436 | 0.439 | 0.442 | 0.028 | 0.004 | 0.000 | 0.021 | 0.007 | 0.021 | 0.118 | 0.124 | 0.135 | 0.083 | 0.092 | 0.110 | 0.014 | 0.014 | 0.000 | -0.018 | -0.085 | 0.036 | 0.031 | 0.035 | 0.045 | 0.004 | 0.000 | -0.010 | 0.425 | 0.089 | 0.000 | 0.191 | 0.191 | 0.199 | 0.174 | 0.175 | 0.184 |
| LANDAREA_MODE | -0.037 | -0.037 | -0.033 | -0.044 | 0.030 | 0.042 | 0.003 | 0.006 | 0.000 | 0.007 | 0.388 | 0.394 | 0.423 | 0.383 | 0.387 | 0.420 | 0.003 | 0.006 | 0.014 | 0.281 | 0.290 | 0.323 | -0.001 | -0.005 | -0.032 | 0.011 | -0.011 | 0.012 | 0.019 | 0.202 | 0.214 | 0.231 | 0.046 | 0.393 | 0.397 | 0.415 | -0.022 | -0.022 | 0.014 | 0.001 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.017 | 0.017 | 0.000 | 0.033 | 0.000 | 0.024 | 0.018 | 0.000 | 0.216 | 0.223 | 0.243 | 0.141 | 0.145 | 0.162 | 0.029 | -0.031 | 0.020 | 0.969 | 0.972 | 1.000 | 0.024 | 0.008 | 0.344 | 0.352 | 0.378 | 0.409 | 0.417 | 0.450 | 0.030 | 0.000 | 0.000 | 0.021 | 0.007 | 0.021 | 0.097 | 0.117 | 0.150 | 0.060 | 0.082 | 0.131 | 0.017 | 0.018 | 0.000 | -0.012 | -0.094 | 0.039 | 0.033 | 0.034 | 0.037 | 0.006 | 0.000 | -0.013 | 0.409 | 0.086 | 0.000 | 0.174 | 0.176 | 0.195 | 0.153 | 0.155 | 0.174 |
| LIVE_CITY_NOT_WORK_CITY | 0.021 | 0.021 | 0.034 | 0.008 | 0.000 | 0.000 | 0.000 | 0.014 | 0.000 | 0.017 | 0.076 | 0.075 | 0.066 | 0.039 | 0.038 | 0.029 | 0.024 | 0.050 | 0.129 | 0.029 | 0.028 | 0.025 | 0.188 | 0.223 | 0.066 | 0.029 | 0.084 | 0.003 | 0.000 | 0.057 | 0.056 | 0.054 | 0.000 | 0.027 | 0.026 | 0.024 | 0.110 | 0.067 | 0.038 | 0.007 | 0.000 | 0.007 | 0.051 | 0.000 | 0.000 | 0.131 | 0.000 | 0.057 | 0.000 | 0.027 | 0.223 | 0.000 | 0.091 | 0.057 | 0.032 | 0.108 | 0.114 | 0.113 | 0.107 | 0.080 | 0.080 | 0.077 | 0.036 | 0.035 | 0.020 | 0.032 | 0.030 | 0.024 | 1.000 | 0.258 | 0.055 | 0.055 | 0.050 | 0.070 | 0.068 | 0.064 | 0.014 | 0.028 | 0.059 | 0.043 | 0.225 | 0.018 | 0.025 | 0.027 | 0.030 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.117 | 0.033 | 0.122 | 0.036 | 0.018 | 0.035 | 0.827 | 0.020 | 0.211 | 0.008 | 0.066 | 0.048 | 0.017 | 0.014 | 0.016 | 0.016 | 0.035 | 0.037 | 0.039 |
| LIVE_REGION_NOT_WORK_REGION | 0.082 | 0.051 | 0.058 | 0.066 | 0.014 | 0.000 | 0.000 | 0.000 | 0.010 | 0.017 | 0.015 | 0.017 | 0.011 | 0.000 | 0.005 | 0.000 | 0.004 | 0.009 | 0.100 | 0.066 | 0.066 | 0.063 | 0.084 | 0.101 | 0.037 | 0.034 | 0.034 | 0.000 | 0.007 | 0.037 | 0.036 | 0.031 | 0.000 | 0.019 | 0.019 | 0.021 | 0.020 | 0.068 | 0.022 | 0.000 | 0.000 | 0.000 | 0.016 | 0.000 | 0.010 | 0.059 | 0.000 | 0.069 | 0.023 | 0.019 | 0.101 | 0.000 | 0.047 | 0.024 | 0.012 | 0.056 | 0.065 | 0.066 | 0.064 | 0.060 | 0.061 | 0.070 | 0.000 | 0.062 | 0.012 | 0.006 | 0.000 | 0.008 | 0.258 | 1.000 | 0.031 | 0.034 | 0.036 | 0.029 | 0.026 | 0.022 | 0.000 | 0.034 | 0.038 | 0.029 | 0.114 | 0.008 | 0.003 | 0.000 | 0.000 | 0.031 | 0.026 | 0.026 | 0.000 | 0.000 | 0.087 | 0.037 | 0.227 | 0.198 | 0.188 | 0.023 | 0.201 | 0.091 | 0.839 | 0.009 | 0.034 | 0.045 | 0.020 | 0.000 | 0.000 | 0.000 | 0.048 | 0.048 | 0.052 |
| LIVINGAPARTMENTS_AVG | 0.076 | 0.062 | 0.066 | 0.106 | 0.000 | 0.000 | -0.012 | -0.004 | 0.000 | -0.004 | 0.973 | 0.966 | 0.923 | 0.692 | 0.686 | 0.640 | -0.001 | 0.007 | 0.000 | 0.581 | 0.575 | 0.550 | -0.009 | -0.001 | -0.004 | -0.005 | 0.005 | -0.026 | -0.019 | 0.712 | 0.707 | 0.690 | 0.056 | 0.534 | 0.524 | 0.477 | 0.055 | 0.097 | 0.008 | 0.000 | 0.000 | 0.074 | 0.045 | 0.000 | 0.000 | 0.004 | 1.000 | 0.046 | 0.044 | 0.033 | 0.009 | 0.000 | 0.025 | 0.012 | 0.053 | 0.026 | 0.718 | 0.717 | 0.711 | 0.501 | 0.497 | 0.481 | 0.047 | 0.062 | 0.063 | 0.376 | 0.370 | 0.344 | 0.055 | 0.031 | 1.000 | 0.995 | 0.966 | 0.896 | 0.889 | 0.849 | 0.000 | 0.031 | 0.000 | 0.012 | 0.029 | 0.011 | 0.254 | 0.249 | 0.233 | 0.224 | 0.217 | 0.199 | -0.035 | -0.035 | 0.040 | -0.083 | 0.159 | 0.140 | 0.149 | 0.056 | 0.081 | 0.030 | 0.027 | 0.000 | 0.872 | 0.123 | 0.012 | 0.402 | 0.400 | 0.397 | 0.403 | 0.402 | 0.401 |
| LIVINGAPARTMENTS_MEDI | 0.073 | 0.059 | 0.063 | 0.102 | 0.000 | 0.000 | -0.012 | -0.007 | 0.000 | -0.006 | 0.969 | 0.970 | 0.929 | 0.690 | 0.689 | 0.647 | -0.002 | 0.006 | 0.000 | 0.578 | 0.577 | 0.556 | -0.010 | -0.000 | -0.004 | -0.004 | 0.005 | -0.025 | -0.018 | 0.703 | 0.705 | 0.690 | 0.058 | 0.534 | 0.530 | 0.484 | 0.053 | 0.095 | 0.009 | 0.000 | 0.000 | 0.035 | 0.044 | 0.000 | 0.010 | 0.000 | 1.000 | 0.043 | 0.043 | 0.035 | 0.000 | 0.000 | 0.024 | 0.010 | 0.055 | 0.022 | 0.712 | 0.714 | 0.709 | 0.496 | 0.495 | 0.481 | 0.047 | 0.060 | 0.059 | 0.378 | 0.374 | 0.352 | 0.055 | 0.034 | 0.995 | 1.000 | 0.972 | 0.891 | 0.891 | 0.854 | 0.000 | 0.027 | 0.004 | 0.011 | 0.028 | 0.011 | 0.248 | 0.249 | 0.236 | 0.219 | 0.219 | 0.205 | -0.034 | -0.034 | 0.039 | -0.081 | 0.154 | 0.134 | 0.143 | 0.055 | 0.081 | 0.031 | 0.026 | 0.000 | 0.867 | 0.129 | 0.008 | 0.401 | 0.399 | 0.397 | 0.402 | 0.401 | 0.402 |
| LIVINGAPARTMENTS_MODE | 0.063 | 0.049 | 0.053 | 0.089 | 0.000 | 0.000 | -0.010 | -0.004 | 0.000 | -0.000 | 0.941 | 0.945 | 0.951 | 0.673 | 0.674 | 0.672 | -0.002 | 0.007 | 0.022 | 0.563 | 0.565 | 0.572 | -0.011 | -0.000 | -0.002 | -0.002 | 0.002 | -0.023 | -0.017 | 0.660 | 0.667 | 0.675 | 0.059 | 0.533 | 0.531 | 0.519 | 0.048 | 0.083 | 0.005 | 0.000 | 0.000 | 0.029 | 0.041 | 0.000 | 0.009 | 0.011 | 1.000 | 0.038 | 0.032 | 0.036 | 0.000 | 0.000 | 0.023 | 0.020 | 0.047 | 0.023 | 0.679 | 0.683 | 0.692 | 0.473 | 0.473 | 0.473 | 0.043 | 0.050 | 0.066 | 0.380 | 0.377 | 0.378 | 0.050 | 0.036 | 0.966 | 0.972 | 1.000 | 0.863 | 0.867 | 0.869 | 0.000 | 0.030 | 0.010 | 0.008 | 0.021 | 0.011 | 0.226 | 0.235 | 0.250 | 0.193 | 0.202 | 0.219 | -0.031 | -0.032 | 0.043 | -0.074 | 0.135 | 0.114 | 0.125 | 0.049 | 0.074 | 0.024 | 0.034 | -0.003 | 0.845 | 0.124 | 0.000 | 0.380 | 0.379 | 0.387 | 0.381 | 0.380 | 0.393 |
| LIVINGAREA_AVG | 0.084 | 0.071 | 0.078 | 0.126 | 0.000 | 0.000 | -0.003 | -0.006 | 0.000 | -0.009 | 0.905 | 0.898 | 0.867 | 0.711 | 0.705 | 0.663 | 0.008 | 0.019 | 0.018 | 0.579 | 0.573 | 0.548 | -0.003 | -0.014 | -0.015 | -0.019 | -0.005 | -0.024 | -0.022 | 0.745 | 0.739 | 0.726 | 0.081 | 0.605 | 0.597 | 0.556 | 0.063 | 0.113 | 0.022 | 0.000 | 0.000 | 0.011 | 0.046 | 0.000 | 0.000 | 0.000 | 1.000 | 0.047 | 0.027 | 0.046 | 0.000 | 0.010 | 0.035 | 0.028 | 0.071 | 0.007 | 0.776 | 0.774 | 0.768 | 0.526 | 0.521 | 0.506 | 0.047 | 0.066 | 0.049 | 0.441 | 0.436 | 0.409 | 0.070 | 0.029 | 0.896 | 0.891 | 0.863 | 1.000 | 0.995 | 0.961 | 0.000 | 0.051 | 0.014 | 0.005 | 0.023 | 0.009 | 0.261 | 0.254 | 0.238 | 0.213 | 0.206 | 0.187 | -0.026 | -0.026 | 0.036 | -0.103 | 0.181 | 0.134 | 0.142 | 0.059 | 0.097 | 0.017 | 0.016 | -0.007 | 0.938 | 0.151 | 0.008 | 0.489 | 0.487 | 0.485 | 0.465 | 0.464 | 0.464 |
| LIVINGAREA_MEDI | 0.081 | 0.069 | 0.075 | 0.124 | 0.000 | 0.000 | -0.002 | -0.007 | 0.000 | -0.011 | 0.900 | 0.902 | 0.873 | 0.707 | 0.707 | 0.669 | 0.007 | 0.019 | 0.019 | 0.575 | 0.575 | 0.554 | -0.002 | -0.012 | -0.015 | -0.018 | -0.004 | -0.023 | -0.021 | 0.735 | 0.738 | 0.726 | 0.081 | 0.603 | 0.602 | 0.563 | 0.059 | 0.111 | 0.020 | 0.000 | 0.000 | 0.008 | 0.049 | 0.000 | 0.000 | 0.008 | 1.000 | 0.046 | 0.024 | 0.045 | 0.000 | 0.010 | 0.034 | 0.030 | 0.069 | 0.010 | 0.771 | 0.773 | 0.768 | 0.522 | 0.520 | 0.507 | 0.047 | 0.065 | 0.047 | 0.442 | 0.439 | 0.417 | 0.068 | 0.026 | 0.889 | 0.891 | 0.867 | 0.995 | 1.000 | 0.968 | 0.010 | 0.050 | 0.015 | 0.007 | 0.022 | 0.008 | 0.252 | 0.252 | 0.240 | 0.207 | 0.206 | 0.192 | -0.026 | -0.025 | 0.036 | -0.101 | 0.175 | 0.131 | 0.139 | 0.059 | 0.095 | 0.016 | 0.012 | -0.006 | 0.933 | 0.151 | 0.008 | 0.490 | 0.489 | 0.488 | 0.465 | 0.465 | 0.466 |
| LIVINGAREA_MODE | 0.070 | 0.061 | 0.067 | 0.107 | 0.000 | 0.000 | -0.001 | -0.005 | 0.000 | -0.010 | 0.869 | 0.874 | 0.892 | 0.688 | 0.690 | 0.697 | 0.007 | 0.018 | 0.017 | 0.553 | 0.555 | 0.565 | -0.004 | -0.010 | -0.015 | -0.018 | -0.004 | -0.019 | -0.017 | 0.680 | 0.689 | 0.704 | 0.078 | 0.600 | 0.600 | 0.597 | 0.054 | 0.100 | 0.020 | 0.000 | 0.000 | 0.007 | 0.045 | 0.000 | 0.000 | 0.006 | 1.000 | 0.042 | 0.027 | 0.043 | 0.000 | 0.011 | 0.034 | 0.034 | 0.063 | 0.000 | 0.734 | 0.738 | 0.752 | 0.489 | 0.489 | 0.490 | 0.045 | 0.055 | 0.045 | 0.442 | 0.442 | 0.450 | 0.064 | 0.022 | 0.849 | 0.854 | 0.869 | 0.961 | 0.968 | 1.000 | 0.019 | 0.045 | 0.013 | 0.012 | 0.019 | 0.004 | 0.225 | 0.237 | 0.250 | 0.176 | 0.189 | 0.213 | -0.021 | -0.020 | 0.037 | -0.094 | 0.160 | 0.110 | 0.120 | 0.054 | 0.089 | 0.019 | 0.014 | -0.009 | 0.915 | 0.146 | 0.009 | 0.467 | 0.467 | 0.482 | 0.430 | 0.429 | 0.443 |
| NAME_CONTRACT_TYPE | 0.112 | 0.095 | 0.072 | 0.000 | 0.000 | 0.010 | 0.000 | 0.015 | 0.000 | 0.019 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.011 | 0.020 | 0.020 | 0.021 | 0.019 | 0.000 | 0.004 | 0.025 | 0.011 | 0.000 | 0.000 | 0.000 | 0.000 | 0.004 | 0.000 | 0.000 | 0.000 | 0.000 | 0.010 | 0.004 | 0.010 | 0.406 | 0.070 | 0.015 | 0.180 | 0.000 | 0.000 | 0.028 | 0.050 | 0.027 | 0.002 | 0.020 | 0.000 | 0.000 | 0.004 | 0.028 | 0.011 | 0.017 | 0.023 | 0.022 | 0.024 | 0.027 | 0.027 | 0.028 | 0.000 | 0.000 | 0.013 | 0.028 | 0.028 | 0.030 | 0.014 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.010 | 0.019 | 1.000 | 0.036 | 0.011 | 0.008 | 0.073 | 0.011 | 0.010 | 0.008 | 0.016 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.029 | 0.000 | 0.007 | 0.020 | 0.017 | 0.000 | 0.013 | 0.014 | 0.010 | 0.006 | 0.012 | 0.010 | 0.018 | 0.000 | 0.000 | 0.000 | 0.006 | 0.001 | 0.003 |
| NAME_EDUCATION_TYPE | 0.079 | 0.079 | 0.083 | 0.048 | 0.000 | 0.000 | 0.010 | 0.018 | 0.000 | 0.027 | 0.038 | 0.038 | 0.035 | 0.024 | 0.023 | 0.019 | 0.009 | 0.018 | 0.049 | 0.019 | 0.019 | 0.016 | 0.124 | 0.139 | 0.047 | 0.031 | 0.053 | 0.000 | 0.000 | 0.052 | 0.052 | 0.052 | 0.022 | 0.016 | 0.016 | 0.009 | 0.067 | 0.059 | 0.032 | 0.014 | 0.015 | 0.018 | 0.039 | 0.017 | 0.012 | 0.087 | 0.000 | 0.084 | 0.039 | 0.108 | 0.139 | 0.000 | 0.094 | 0.016 | 0.039 | 0.039 | 0.071 | 0.071 | 0.070 | 0.055 | 0.054 | 0.053 | 0.022 | 0.046 | 0.029 | 0.000 | 0.004 | 0.000 | 0.028 | 0.034 | 0.031 | 0.027 | 0.030 | 0.051 | 0.050 | 0.045 | 0.036 | 1.000 | 0.054 | 0.040 | 0.097 | 0.024 | 0.000 | 0.000 | 0.000 | 0.020 | 0.017 | 0.016 | 0.000 | 0.000 | 0.219 | 0.087 | 0.048 | 0.064 | 0.052 | 0.039 | 0.035 | 0.039 | 0.046 | 0.000 | 0.047 | 0.035 | 0.004 | 0.000 | 0.000 | 0.000 | 0.055 | 0.055 | 0.056 |
| NAME_FAMILY_STATUS | 0.084 | 0.088 | 0.091 | 0.009 | 0.000 | 0.000 | 0.000 | 0.017 | 0.007 | 0.020 | 0.000 | 0.000 | 0.000 | 0.014 | 0.013 | 0.010 | 0.027 | 0.090 | 0.158 | 0.008 | 0.008 | 0.000 | 0.190 | 0.229 | 0.064 | 0.042 | 0.067 | 0.000 | 0.000 | 0.018 | 0.019 | 0.018 | 0.000 | 0.009 | 0.009 | 0.008 | 0.089 | 0.033 | 0.025 | 0.000 | 0.034 | 0.026 | 0.055 | 0.010 | 0.014 | 0.145 | 0.013 | 0.060 | 0.012 | 0.052 | 0.229 | 0.000 | 0.172 | 0.033 | 0.024 | 0.063 | 0.012 | 0.013 | 0.014 | 0.007 | 0.012 | 0.010 | 0.012 | 0.021 | 0.000 | 0.009 | 0.000 | 0.000 | 0.059 | 0.038 | 0.000 | 0.004 | 0.010 | 0.014 | 0.015 | 0.013 | 0.011 | 0.054 | 1.000 | 0.076 | 0.117 | 0.062 | 0.011 | 0.011 | 0.010 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.062 | 0.040 | 0.018 | 0.020 | 0.017 | 0.072 | 0.086 | 0.049 | 0.060 | 0.000 | 0.015 | 0.008 | 0.000 | 0.000 | 0.004 | 0.000 | 0.027 | 0.027 | 0.025 |
| NAME_HOUSING_TYPE | 0.008 | 0.024 | 0.023 | 0.008 | 0.000 | 0.000 | 0.000 | 0.016 | 0.000 | 0.000 | 0.007 | 0.007 | 0.004 | 0.010 | 0.010 | 0.009 | 0.000 | 0.000 | 0.080 | 0.000 | 0.000 | 0.000 | 0.119 | 0.107 | 0.043 | 0.026 | 0.047 | 0.000 | 0.010 | 0.009 | 0.008 | 0.001 | 0.025 | 0.018 | 0.019 | 0.017 | 0.073 | 0.032 | 0.026 | 0.000 | 0.012 | 0.000 | 0.024 | 0.000 | 0.008 | 0.067 | 0.000 | 0.030 | 0.008 | 0.027 | 0.107 | 0.000 | 0.036 | 0.194 | 0.039 | 0.031 | 0.026 | 0.027 | 0.026 | 0.018 | 0.019 | 0.018 | 0.036 | 0.025 | 0.004 | 0.024 | 0.021 | 0.021 | 0.043 | 0.029 | 0.012 | 0.011 | 0.008 | 0.005 | 0.007 | 0.012 | 0.008 | 0.040 | 0.076 | 1.000 | 0.053 | 0.021 | 0.016 | 0.015 | 0.017 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.033 | 0.067 | 0.058 | 0.087 | 0.071 | 0.196 | 0.129 | 0.119 | 0.081 | 0.006 | 0.011 | 0.043 | 0.000 | 0.000 | 0.004 | 0.000 | 0.017 | 0.018 | 0.016 |
| NAME_INCOME_TYPE | 0.071 | 0.054 | 0.056 | 0.027 | 0.000 | 0.001 | 0.002 | 0.022 | 0.009 | 0.032 | 0.020 | 0.019 | 0.017 | 0.008 | 0.008 | 0.000 | 0.019 | 0.056 | 0.170 | 0.025 | 0.025 | 0.021 | 0.316 | 1.000 | 0.125 | 0.030 | 0.108 | 0.000 | 0.000 | 0.039 | 0.039 | 0.036 | 0.013 | 0.009 | 0.011 | 0.008 | 0.113 | 0.041 | 0.051 | 0.005 | 0.048 | 0.057 | 0.303 | 0.000 | 0.010 | 0.584 | 0.000 | 0.136 | 0.034 | 0.111 | 1.000 | 0.000 | 0.160 | 0.089 | 0.016 | 0.255 | 0.044 | 0.044 | 0.042 | 0.056 | 0.055 | 0.054 | 0.016 | 0.045 | 0.004 | 0.000 | 0.007 | 0.007 | 0.225 | 0.114 | 0.029 | 0.028 | 0.021 | 0.023 | 0.022 | 0.019 | 0.073 | 0.097 | 0.117 | 0.053 | 1.000 | 0.019 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.199 | 0.046 | 0.082 | 0.126 | 0.097 | 0.096 | 0.262 | 0.069 | 0.135 | 0.003 | 0.024 | 0.020 | 0.011 | 0.000 | 0.000 | 0.000 | 0.028 | 0.027 | 0.033 |
| NAME_TYPE_SUITE | 0.020 | 0.016 | 0.015 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.008 | 0.008 | 0.005 | 0.022 | 0.022 | 0.023 | 0.005 | 0.011 | 0.055 | 0.043 | 0.038 | 0.039 | 0.023 | 0.047 | 0.009 | 0.016 | 0.013 | 0.013 | 0.008 | 0.012 | 0.012 | 0.011 | 0.020 | 0.017 | 0.017 | 0.017 | 0.007 | 0.005 | 0.017 | 0.042 | 0.011 | 0.014 | 0.027 | 0.000 | 0.000 | 0.026 | 0.000 | 0.026 | 0.000 | 0.018 | 0.047 | 0.000 | 0.036 | 0.092 | 0.026 | 0.059 | 0.015 | 0.014 | 0.014 | 0.000 | 0.000 | 0.000 | 0.000 | 0.023 | 0.013 | 0.016 | 0.021 | 0.021 | 0.018 | 0.008 | 0.011 | 0.011 | 0.011 | 0.009 | 0.008 | 0.004 | 0.011 | 0.024 | 0.062 | 0.021 | 0.019 | 1.000 | 0.000 | 0.000 | 0.000 | 0.005 | 0.006 | 0.012 | 0.018 | 0.018 | 0.023 | 0.000 | 0.026 | 0.027 | 0.021 | 0.019 | 0.023 | 0.018 | 0.018 | 0.000 | 0.015 | 0.008 | 0.006 | 0.000 | 0.002 | 0.000 | 0.016 | 0.017 | 0.015 |
| NONLIVINGAPARTMENTS_AVG | 0.041 | 0.040 | 0.041 | 0.062 | 0.000 | 0.000 | -0.007 | 0.015 | 0.000 | 0.005 | 0.280 | 0.273 | 0.246 | 0.190 | 0.183 | 0.152 | 0.000 | 0.006 | 0.011 | 0.243 | 0.238 | 0.212 | -0.006 | 0.012 | -0.012 | -0.003 | 0.049 | -0.007 | -0.004 | 0.244 | 0.233 | 0.221 | 0.000 | 0.122 | 0.114 | 0.091 | 0.043 | 0.024 | 0.001 | 0.000 | 0.000 | 0.000 | 0.013 | 0.000 | 0.000 | 0.028 | 1.000 | 0.028 | 0.000 | 0.000 | 0.014 | 0.000 | 0.019 | 0.000 | 0.010 | 0.013 | 0.259 | 0.253 | 0.244 | 0.182 | 0.178 | 0.165 | 0.020 | 0.015 | 0.000 | 0.122 | 0.118 | 0.097 | 0.025 | 0.003 | 0.254 | 0.248 | 0.226 | 0.261 | 0.252 | 0.225 | 0.010 | 0.000 | 0.011 | 0.016 | 0.000 | 0.000 | 1.000 | 0.978 | 0.929 | 0.682 | 0.671 | 0.638 | -0.018 | -0.018 | 0.000 | -0.035 | 0.081 | 0.033 | 0.029 | 0.000 | 0.023 | 0.038 | 0.000 | 0.007 | 0.289 | 0.051 | 0.006 | 0.090 | 0.088 | 0.077 | 0.091 | 0.090 | 0.081 |
| NONLIVINGAPARTMENTS_MEDI | 0.036 | 0.036 | 0.037 | 0.057 | 0.000 | 0.000 | -0.008 | 0.016 | 0.000 | 0.004 | 0.275 | 0.274 | 0.254 | 0.188 | 0.185 | 0.167 | 0.001 | 0.008 | 0.013 | 0.238 | 0.241 | 0.227 | -0.006 | 0.014 | -0.013 | -0.003 | 0.051 | -0.005 | -0.003 | 0.231 | 0.233 | 0.223 | 0.000 | 0.123 | 0.120 | 0.101 | 0.038 | 0.020 | -0.000 | 0.000 | 0.000 | 0.000 | 0.014 | 0.000 | 0.000 | 0.025 | 1.000 | 0.024 | 0.000 | 0.000 | 0.010 | 0.000 | 0.019 | 0.000 | 0.011 | 0.018 | 0.247 | 0.246 | 0.239 | 0.174 | 0.173 | 0.161 | 0.019 | 0.010 | 0.006 | 0.125 | 0.124 | 0.117 | 0.027 | 0.000 | 0.249 | 0.249 | 0.235 | 0.254 | 0.252 | 0.237 | 0.008 | 0.000 | 0.011 | 0.015 | 0.000 | 0.000 | 0.978 | 1.000 | 0.953 | 0.666 | 0.684 | 0.661 | -0.014 | -0.014 | 0.000 | -0.036 | 0.072 | 0.029 | 0.025 | 0.000 | 0.025 | 0.037 | 0.000 | 0.006 | 0.287 | 0.054 | 0.005 | 0.089 | 0.088 | 0.080 | 0.091 | 0.090 | 0.084 |
| NONLIVINGAPARTMENTS_MODE | 0.032 | 0.034 | 0.035 | 0.047 | 0.000 | 0.000 | -0.008 | 0.019 | 0.000 | 0.009 | 0.259 | 0.262 | 0.268 | 0.180 | 0.181 | 0.191 | 0.001 | 0.010 | 0.000 | 0.225 | 0.230 | 0.243 | -0.005 | 0.009 | -0.010 | -0.004 | 0.049 | -0.002 | 0.001 | 0.205 | 0.211 | 0.219 | 0.000 | 0.128 | 0.127 | 0.134 | 0.037 | 0.009 | -0.003 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.009 | 0.023 | 1.000 | 0.000 | 0.000 | 0.000 | 0.018 | 0.000 | 0.012 | 0.000 | 0.016 | 0.011 | 0.220 | 0.223 | 0.229 | 0.158 | 0.159 | 0.165 | 0.015 | 0.000 | 0.000 | 0.134 | 0.135 | 0.150 | 0.030 | 0.000 | 0.233 | 0.236 | 0.250 | 0.238 | 0.240 | 0.250 | 0.016 | 0.000 | 0.010 | 0.017 | 0.000 | 0.000 | 0.929 | 0.953 | 1.000 | 0.631 | 0.654 | 0.699 | -0.010 | -0.010 | 0.000 | -0.023 | 0.055 | 0.024 | 0.021 | 0.000 | 0.023 | 0.022 | 0.000 | 0.006 | 0.277 | 0.055 | 0.000 | 0.076 | 0.076 | 0.080 | 0.078 | 0.078 | 0.085 |
| NONLIVINGAREA_AVG | 0.057 | 0.052 | 0.053 | 0.077 | 0.000 | 0.000 | 0.000 | 0.009 | 0.000 | -0.005 | 0.232 | 0.226 | 0.198 | 0.165 | 0.161 | 0.128 | -0.007 | 0.001 | 0.000 | 0.176 | 0.170 | 0.140 | -0.009 | 0.000 | -0.005 | -0.001 | 0.053 | -0.001 | -0.007 | 0.230 | 0.221 | 0.206 | 0.010 | 0.108 | 0.103 | 0.076 | 0.040 | 0.050 | -0.002 | 0.000 | 0.029 | 0.000 | 0.000 | 0.000 | 0.011 | 0.000 | 1.000 | 0.000 | 0.032 | 0.002 | 0.014 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.247 | 0.243 | 0.231 | 0.139 | 0.135 | 0.118 | 0.037 | 0.030 | 0.023 | 0.087 | 0.083 | 0.060 | 0.000 | 0.031 | 0.224 | 0.219 | 0.193 | 0.213 | 0.207 | 0.176 | 0.000 | 0.020 | 0.000 | 0.000 | 0.000 | 0.005 | 0.682 | 0.666 | 0.631 | 1.000 | 0.980 | 0.917 | -0.023 | -0.023 | 0.011 | -0.043 | 0.068 | 0.043 | 0.045 | 0.005 | 0.000 | 0.000 | 0.016 | 0.004 | 0.267 | 0.068 | 0.005 | 0.111 | 0.107 | 0.096 | 0.109 | 0.107 | 0.097 |
| NONLIVINGAREA_MEDI | 0.051 | 0.048 | 0.049 | 0.072 | 0.000 | 0.000 | 0.002 | 0.009 | 0.000 | -0.004 | 0.225 | 0.225 | 0.206 | 0.164 | 0.164 | 0.146 | -0.006 | 0.003 | 0.007 | 0.173 | 0.173 | 0.157 | -0.008 | 0.001 | -0.005 | 0.000 | 0.056 | 0.002 | -0.004 | 0.217 | 0.220 | 0.210 | 0.010 | 0.108 | 0.107 | 0.087 | 0.037 | 0.045 | -0.004 | 0.000 | 0.030 | 0.000 | 0.000 | 0.000 | 0.011 | 0.000 | 1.000 | 0.000 | 0.028 | 0.000 | 0.009 | 0.000 | 0.000 | 0.006 | 0.008 | 0.000 | 0.235 | 0.236 | 0.225 | 0.130 | 0.130 | 0.116 | 0.037 | 0.030 | 0.026 | 0.093 | 0.092 | 0.082 | 0.000 | 0.026 | 0.217 | 0.219 | 0.202 | 0.206 | 0.206 | 0.189 | 0.000 | 0.017 | 0.000 | 0.000 | 0.000 | 0.006 | 0.671 | 0.684 | 0.654 | 0.980 | 1.000 | 0.943 | -0.018 | -0.018 | 0.009 | -0.043 | 0.057 | 0.043 | 0.045 | 0.008 | 0.000 | 0.000 | 0.011 | 0.004 | 0.265 | 0.069 | 0.009 | 0.110 | 0.109 | 0.100 | 0.108 | 0.108 | 0.103 |
| NONLIVINGAREA_MODE | 0.039 | 0.039 | 0.039 | 0.055 | 0.000 | 0.000 | -0.001 | 0.009 | 0.000 | -0.002 | 0.207 | 0.211 | 0.227 | 0.159 | 0.162 | 0.182 | -0.004 | 0.003 | 0.000 | 0.165 | 0.170 | 0.186 | -0.008 | 0.001 | -0.008 | -0.002 | 0.051 | 0.004 | 0.001 | 0.183 | 0.193 | 0.207 | 0.011 | 0.116 | 0.118 | 0.128 | 0.029 | 0.032 | -0.004 | 0.000 | 0.028 | 0.000 | 0.013 | 0.000 | 0.011 | 0.000 | 1.000 | 0.008 | 0.030 | 0.000 | 0.000 | 0.000 | 0.005 | 0.000 | 0.003 | 0.001 | 0.198 | 0.203 | 0.212 | 0.109 | 0.111 | 0.117 | 0.030 | 0.021 | 0.018 | 0.108 | 0.110 | 0.131 | 0.000 | 0.026 | 0.199 | 0.205 | 0.219 | 0.187 | 0.192 | 0.213 | 0.000 | 0.016 | 0.000 | 0.000 | 0.000 | 0.012 | 0.638 | 0.661 | 0.699 | 0.917 | 0.943 | 1.000 | -0.012 | -0.012 | 0.006 | -0.031 | 0.032 | 0.035 | 0.040 | 0.000 | 0.000 | 0.000 | 0.015 | 0.002 | 0.253 | 0.069 | 0.006 | 0.093 | 0.094 | 0.101 | 0.086 | 0.087 | 0.096 |
| OBS_30_CNT_SOCIAL_CIRCLE | -0.011 | -0.000 | -0.001 | -0.030 | 0.000 | 0.000 | -0.000 | 0.003 | 0.000 | 0.020 | -0.023 | -0.024 | -0.020 | -0.015 | -0.016 | -0.010 | 0.021 | 0.029 | 0.000 | -0.023 | -0.021 | -0.018 | 0.017 | 0.012 | -0.012 | -0.025 | 0.011 | 0.378 | 0.306 | -0.037 | -0.036 | -0.034 | 0.000 | -0.013 | -0.014 | -0.011 | -0.025 | -0.023 | -0.009 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | -0.030 | -0.029 | -0.028 | -0.031 | -0.031 | -0.029 | 0.026 | -0.022 | 0.000 | 0.014 | 0.014 | 0.017 | 0.000 | 0.000 | -0.035 | -0.034 | -0.031 | -0.026 | -0.026 | -0.021 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.018 | -0.018 | -0.014 | -0.010 | -0.023 | -0.018 | -0.012 | 1.000 | 0.998 | 0.000 | 0.018 | -0.003 | 0.017 | 0.018 | 0.000 | 0.000 | 0.000 | 0.000 | -0.009 | -0.024 | 0.000 | 0.000 | 0.017 | 0.017 | 0.018 | 0.018 | 0.018 | 0.019 |
| OBS_60_CNT_SOCIAL_CIRCLE | -0.011 | -0.000 | -0.001 | -0.031 | 0.000 | 0.000 | -0.001 | 0.003 | 0.000 | 0.020 | -0.022 | -0.023 | -0.020 | -0.015 | -0.016 | -0.009 | 0.021 | 0.029 | 0.000 | -0.024 | -0.021 | -0.018 | 0.016 | 0.012 | -0.013 | -0.026 | 0.011 | 0.380 | 0.307 | -0.037 | -0.035 | -0.034 | 0.000 | -0.012 | -0.013 | -0.011 | -0.024 | -0.023 | -0.009 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | -0.030 | -0.029 | -0.028 | -0.032 | -0.031 | -0.029 | 0.026 | -0.022 | 0.000 | 0.014 | 0.014 | 0.018 | 0.000 | 0.000 | -0.035 | -0.034 | -0.032 | -0.026 | -0.025 | -0.020 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.018 | -0.018 | -0.014 | -0.010 | -0.023 | -0.018 | -0.012 | 0.998 | 1.000 | 0.000 | 0.018 | -0.002 | 0.017 | 0.018 | 0.000 | 0.000 | 0.000 | 0.000 | -0.009 | -0.024 | 0.000 | 0.000 | 0.017 | 0.018 | 0.018 | 0.019 | 0.019 | 0.020 |
| OCCUPATION_TYPE | 0.071 | 0.075 | 0.082 | 0.072 | 0.000 | 0.009 | 0.000 | 0.009 | 0.000 | 0.013 | 0.027 | 0.027 | 0.028 | 0.019 | 0.020 | 0.016 | 0.047 | 0.045 | 0.566 | 0.020 | 0.021 | 0.023 | 0.070 | 1.000 | 0.026 | 0.027 | 0.029 | 0.000 | 0.000 | 0.034 | 0.034 | 0.034 | 0.009 | 0.016 | 0.016 | 0.014 | 0.085 | 0.046 | 0.017 | 0.010 | 0.022 | 0.024 | 0.174 | 0.030 | 0.010 | 0.031 | 0.000 | 0.212 | 0.029 | 0.087 | 1.000 | 1.000 | 0.260 | 0.000 | 0.060 | 0.040 | 0.042 | 0.043 | 0.042 | 0.044 | 0.045 | 0.045 | 0.021 | 0.023 | 0.025 | 0.010 | 0.000 | 0.000 | 0.117 | 0.087 | 0.040 | 0.039 | 0.043 | 0.036 | 0.036 | 0.037 | 0.029 | 0.219 | 0.062 | 0.033 | 0.199 | 0.023 | 0.000 | 0.000 | 0.000 | 0.011 | 0.009 | 0.006 | 0.000 | 0.000 | 1.000 | 0.060 | 0.039 | 0.052 | 0.042 | 0.062 | 0.111 | 0.033 | 0.070 | 0.000 | 0.031 | 0.033 | 0.014 | 0.012 | 0.010 | 0.020 | 0.027 | 0.027 | 0.026 |
| OWN_CAR_AGE | -0.118 | -0.108 | -0.120 | -0.205 | 0.019 | 0.000 | -0.013 | 0.002 | 0.000 | 0.008 | -0.093 | -0.092 | -0.084 | -0.052 | -0.051 | -0.038 | 0.000 | -0.006 | 0.097 | -0.054 | -0.052 | -0.052 | -0.004 | 0.057 | -0.019 | -0.001 | -0.028 | 0.017 | 0.023 | -0.109 | -0.109 | -0.104 | 0.031 | -0.026 | -0.026 | -0.019 | -0.114 | -0.127 | 0.035 | 0.000 | 0.016 | 0.006 | 0.058 | 1.000 | 0.046 | 0.065 | 0.000 | 0.076 | 0.019 | 0.029 | 0.077 | 0.000 | 1.000 | 0.061 | 0.072 | 0.079 | -0.117 | -0.114 | -0.106 | -0.098 | -0.096 | -0.091 | 0.000 | -0.138 | 0.000 | -0.020 | -0.018 | -0.012 | 0.033 | 0.037 | -0.083 | -0.081 | -0.074 | -0.103 | -0.101 | -0.094 | 0.000 | 0.087 | 0.040 | 0.067 | 0.046 | 0.000 | -0.035 | -0.036 | -0.023 | -0.043 | -0.043 | -0.031 | 0.018 | 0.018 | 0.060 | 1.000 | -0.143 | 0.129 | 0.128 | 0.000 | 0.034 | 0.017 | 0.043 | -0.006 | -0.100 | 0.014 | 0.011 | -0.060 | -0.060 | -0.056 | -0.059 | -0.059 | -0.054 |
| REGION_POPULATION_RELATIVE | 0.080 | 0.076 | 0.086 | 0.102 | 0.006 | 0.000 | -0.006 | -0.032 | 0.008 | 0.002 | 0.165 | 0.161 | 0.147 | 0.079 | 0.074 | 0.044 | -0.016 | -0.011 | 0.013 | 0.066 | 0.060 | 0.041 | -0.034 | 0.001 | -0.015 | -0.042 | -0.034 | 0.020 | 0.017 | 0.195 | 0.188 | 0.179 | 0.047 | 0.043 | 0.041 | 0.025 | 0.069 | 0.202 | 0.009 | 0.000 | 0.012 | 0.034 | 0.121 | 0.009 | 0.047 | 0.039 | 0.011 | 0.113 | 0.051 | 0.055 | 0.045 | 0.000 | 0.031 | 0.058 | 0.142 | 0.040 | 0.203 | 0.198 | 0.188 | 0.193 | 0.187 | 0.175 | 0.077 | 0.110 | 0.033 | -0.084 | -0.085 | -0.094 | 0.122 | 0.227 | 0.159 | 0.154 | 0.135 | 0.181 | 0.175 | 0.160 | 0.007 | 0.048 | 0.018 | 0.058 | 0.082 | 0.026 | 0.081 | 0.072 | 0.055 | 0.068 | 0.057 | 0.032 | -0.003 | -0.002 | 0.039 | -0.143 | 1.000 | 0.657 | 0.509 | 0.055 | 0.117 | 0.077 | 0.210 | -0.001 | 0.168 | 0.093 | 0.019 | -0.070 | -0.071 | -0.074 | -0.083 | -0.084 | -0.089 |
| REGION_RATING_CLIENT | 0.136 | 0.113 | 0.110 | 0.082 | 0.000 | 0.000 | 0.009 | 0.021 | 0.001 | 0.010 | 0.130 | 0.128 | 0.111 | 0.075 | 0.071 | 0.053 | 0.012 | 0.016 | 0.009 | 0.117 | 0.114 | 0.097 | 0.024 | 0.028 | 0.022 | 0.053 | 0.064 | 0.011 | 0.015 | 0.187 | 0.183 | 0.166 | 0.031 | 0.046 | 0.044 | 0.030 | 0.086 | 0.269 | 0.022 | 0.004 | 0.007 | 0.015 | 0.109 | 0.007 | 0.034 | 0.032 | 0.004 | 0.114 | 0.059 | 0.068 | 0.028 | 0.000 | 0.015 | 0.022 | 0.129 | 0.007 | 0.248 | 0.242 | 0.231 | 0.218 | 0.217 | 0.206 | 0.050 | 0.227 | 0.029 | 0.035 | 0.036 | 0.039 | 0.036 | 0.198 | 0.140 | 0.134 | 0.114 | 0.134 | 0.131 | 0.110 | 0.020 | 0.064 | 0.020 | 0.087 | 0.126 | 0.027 | 0.033 | 0.029 | 0.024 | 0.043 | 0.043 | 0.035 | 0.017 | 0.017 | 0.052 | 0.129 | 0.657 | 1.000 | 0.949 | 0.051 | 0.027 | 0.038 | 0.175 | 0.000 | 0.129 | 0.102 | 0.026 | 0.026 | 0.028 | 0.028 | 0.097 | 0.097 | 0.106 |
| REGION_RATING_CLIENT_W_CITY | 0.115 | 0.094 | 0.092 | 0.068 | 0.000 | 0.000 | 0.000 | 0.014 | 0.000 | 0.006 | 0.137 | 0.134 | 0.119 | 0.080 | 0.076 | 0.056 | 0.003 | 0.009 | 0.008 | 0.117 | 0.115 | 0.099 | 0.020 | 0.033 | 0.016 | 0.042 | 0.047 | 0.012 | 0.011 | 0.184 | 0.181 | 0.164 | 0.028 | 0.045 | 0.043 | 0.029 | 0.067 | 0.214 | 0.018 | 0.000 | 0.003 | 0.015 | 0.105 | 0.004 | 0.033 | 0.029 | 0.000 | 0.114 | 0.056 | 0.061 | 0.033 | 0.009 | 0.015 | 0.027 | 0.123 | 0.000 | 0.245 | 0.239 | 0.229 | 0.214 | 0.214 | 0.204 | 0.061 | 0.166 | 0.023 | 0.031 | 0.031 | 0.033 | 0.018 | 0.188 | 0.149 | 0.143 | 0.125 | 0.142 | 0.139 | 0.120 | 0.017 | 0.052 | 0.017 | 0.071 | 0.097 | 0.021 | 0.029 | 0.025 | 0.021 | 0.045 | 0.045 | 0.040 | 0.018 | 0.018 | 0.042 | 0.128 | 0.509 | 0.949 | 1.000 | 0.059 | 0.026 | 0.047 | 0.165 | 0.000 | 0.136 | 0.093 | 0.020 | 0.025 | 0.027 | 0.027 | 0.090 | 0.091 | 0.100 |
| REG_CITY_NOT_LIVE_CITY | 0.016 | 0.026 | 0.024 | 0.012 | 0.005 | 0.006 | 0.000 | 0.026 | 0.000 | 0.025 | 0.061 | 0.060 | 0.055 | 0.053 | 0.053 | 0.045 | 0.000 | 0.001 | 0.050 | 0.016 | 0.015 | 0.015 | 0.184 | 0.095 | 0.080 | 0.069 | 0.085 | 0.000 | 0.003 | 0.056 | 0.055 | 0.053 | 0.028 | 0.040 | 0.039 | 0.035 | 0.133 | 0.042 | 0.071 | 0.000 | 0.038 | 0.026 | 0.015 | 0.000 | 0.000 | 0.057 | 0.000 | 0.013 | 0.003 | 0.011 | 0.095 | 0.000 | 0.000 | 0.061 | 0.060 | 0.061 | 0.110 | 0.110 | 0.108 | 0.076 | 0.076 | 0.074 | 0.024 | 0.024 | 0.018 | 0.035 | 0.035 | 0.034 | 0.035 | 0.023 | 0.056 | 0.055 | 0.049 | 0.059 | 0.059 | 0.054 | 0.000 | 0.039 | 0.072 | 0.196 | 0.096 | 0.019 | 0.000 | 0.000 | 0.000 | 0.005 | 0.008 | 0.000 | 0.000 | 0.000 | 0.062 | 0.000 | 0.055 | 0.051 | 0.059 | 1.000 | 0.449 | 0.389 | 0.183 | 0.000 | 0.063 | 0.064 | 0.000 | 0.011 | 0.014 | 0.010 | 0.018 | 0.018 | 0.015 |
| REG_CITY_NOT_WORK_CITY | 0.027 | 0.033 | 0.039 | 0.010 | 0.000 | 0.005 | 0.000 | 0.024 | 0.000 | 0.026 | 0.102 | 0.101 | 0.090 | 0.058 | 0.057 | 0.048 | 0.019 | 0.044 | 0.135 | 0.037 | 0.038 | 0.034 | 0.254 | 0.261 | 0.104 | 0.059 | 0.117 | 0.000 | 0.000 | 0.083 | 0.081 | 0.076 | 0.013 | 0.041 | 0.041 | 0.036 | 0.169 | 0.085 | 0.071 | 0.009 | 0.021 | 0.025 | 0.064 | 0.000 | 0.000 | 0.156 | 0.000 | 0.052 | 0.000 | 0.014 | 0.261 | 0.000 | 0.075 | 0.076 | 0.058 | 0.123 | 0.151 | 0.150 | 0.144 | 0.104 | 0.103 | 0.100 | 0.049 | 0.038 | 0.024 | 0.045 | 0.045 | 0.037 | 0.827 | 0.201 | 0.081 | 0.081 | 0.074 | 0.097 | 0.095 | 0.089 | 0.013 | 0.035 | 0.086 | 0.129 | 0.262 | 0.023 | 0.023 | 0.025 | 0.023 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.111 | 0.034 | 0.117 | 0.027 | 0.026 | 0.449 | 1.000 | 0.164 | 0.265 | 0.005 | 0.094 | 0.060 | 0.014 | 0.025 | 0.025 | 0.023 | 0.029 | 0.029 | 0.032 |
| REG_REGION_NOT_LIVE_REGION | 0.050 | 0.022 | 0.025 | 0.046 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.026 | 0.031 | 0.030 | 0.030 | 0.028 | 0.028 | 0.024 | 0.000 | 0.005 | 0.026 | 0.040 | 0.032 | 0.033 | 0.069 | 0.045 | 0.043 | 0.050 | 0.033 | 0.000 | 0.000 | 0.044 | 0.044 | 0.043 | 0.006 | 0.000 | 0.000 | 0.000 | 0.030 | 0.038 | 0.042 | 0.000 | 0.072 | 0.031 | 0.023 | 0.000 | 0.010 | 0.027 | 0.000 | 0.020 | 0.023 | 0.000 | 0.045 | 0.000 | 0.005 | 0.047 | 0.008 | 0.079 | 0.024 | 0.025 | 0.025 | 0.020 | 0.012 | 0.016 | 0.020 | 0.062 | 0.011 | 0.005 | 0.004 | 0.006 | 0.020 | 0.091 | 0.030 | 0.031 | 0.024 | 0.017 | 0.016 | 0.019 | 0.014 | 0.039 | 0.049 | 0.119 | 0.069 | 0.018 | 0.038 | 0.037 | 0.022 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.033 | 0.017 | 0.077 | 0.038 | 0.047 | 0.389 | 0.164 | 1.000 | 0.495 | 0.004 | 0.026 | 0.008 | 0.006 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| REG_REGION_NOT_WORK_REGION | 0.090 | 0.053 | 0.060 | 0.062 | 0.012 | 0.000 | 0.000 | 0.000 | 0.008 | 0.028 | 0.000 | 0.008 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.098 | 0.070 | 0.068 | 0.067 | 0.106 | 0.117 | 0.057 | 0.043 | 0.044 | 0.000 | 0.007 | 0.026 | 0.025 | 0.020 | 0.000 | 0.016 | 0.016 | 0.018 | 0.034 | 0.069 | 0.039 | 0.000 | 0.040 | 0.021 | 0.018 | 0.000 | 0.012 | 0.070 | 0.000 | 0.065 | 0.028 | 0.018 | 0.117 | 0.000 | 0.036 | 0.040 | 0.006 | 0.087 | 0.057 | 0.058 | 0.056 | 0.051 | 0.053 | 0.063 | 0.000 | 0.081 | 0.013 | 0.000 | 0.000 | 0.000 | 0.211 | 0.839 | 0.027 | 0.026 | 0.034 | 0.016 | 0.012 | 0.014 | 0.010 | 0.046 | 0.060 | 0.081 | 0.135 | 0.018 | 0.000 | 0.000 | 0.000 | 0.016 | 0.011 | 0.015 | 0.000 | 0.000 | 0.070 | 0.043 | 0.210 | 0.175 | 0.165 | 0.183 | 0.265 | 0.495 | 1.000 | 0.004 | 0.029 | 0.037 | 0.018 | 0.000 | 0.000 | 0.000 | 0.046 | 0.046 | 0.048 |
| SK_ID_CURR | 0.008 | 0.005 | 0.006 | 0.007 | 0.007 | 0.006 | 0.000 | 0.000 | 0.000 | 0.004 | -0.004 | -0.004 | -0.006 | -0.003 | -0.003 | -0.004 | 0.000 | -0.003 | 0.000 | -0.002 | -0.003 | -0.006 | 0.002 | -0.002 | -0.001 | -0.006 | 0.001 | -0.008 | -0.005 | -0.001 | -0.001 | -0.003 | 0.011 | -0.005 | -0.004 | -0.007 | 0.002 | 0.004 | 0.009 | 0.000 | 0.007 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.013 | 0.002 | 0.004 | 0.009 | 0.017 | 0.000 | 0.000 | -0.003 | -0.002 | -0.003 | 0.001 | 0.002 | 0.000 | 0.013 | 0.004 | 0.005 | -0.010 | -0.010 | -0.013 | 0.008 | 0.009 | 0.000 | 0.000 | -0.003 | -0.007 | -0.006 | -0.009 | 0.006 | 0.000 | 0.000 | 0.006 | 0.003 | 0.000 | 0.007 | 0.006 | 0.006 | 0.004 | 0.004 | 0.002 | -0.009 | -0.009 | 0.000 | -0.006 | -0.001 | 0.000 | 0.000 | 0.000 | 0.005 | 0.004 | 0.004 | 1.000 | -0.008 | 0.003 | 0.000 | -0.000 | 0.000 | -0.002 | 0.006 | 0.006 | 0.006 |
| TOTALAREA_MODE | 0.084 | 0.074 | 0.080 | 0.123 | 0.008 | 0.031 | -0.003 | -0.004 | 0.000 | -0.008 | 0.894 | 0.888 | 0.868 | 0.706 | 0.700 | 0.665 | 0.005 | 0.016 | 0.000 | 0.616 | 0.612 | 0.594 | -0.009 | -0.013 | -0.018 | -0.022 | 0.002 | -0.020 | -0.016 | 0.730 | 0.726 | 0.716 | 0.076 | 0.584 | 0.577 | 0.544 | 0.063 | 0.107 | 0.020 | 0.000 | 0.000 | 0.000 | 0.050 | 0.000 | 0.013 | 0.000 | 1.000 | 0.044 | 0.028 | 0.048 | 0.008 | 0.010 | 0.030 | 0.027 | 0.068 | 0.020 | 0.771 | 0.771 | 0.769 | 0.509 | 0.505 | 0.492 | 0.048 | 0.062 | 0.046 | 0.428 | 0.425 | 0.409 | 0.066 | 0.034 | 0.872 | 0.867 | 0.845 | 0.938 | 0.933 | 0.915 | 0.012 | 0.047 | 0.015 | 0.011 | 0.024 | 0.015 | 0.289 | 0.287 | 0.277 | 0.267 | 0.265 | 0.253 | -0.024 | -0.024 | 0.031 | -0.100 | 0.168 | 0.129 | 0.136 | 0.063 | 0.094 | 0.026 | 0.029 | -0.008 | 1.000 | 0.146 | 0.000 | 0.489 | 0.487 | 0.488 | 0.456 | 0.455 | 0.457 |
| WALLSMATERIAL_MODE | 0.024 | 0.024 | 0.022 | 0.022 | 0.000 | 0.000 | 0.000 | 0.000 | 0.005 | 0.024 | 0.145 | 0.143 | 0.139 | 0.108 | 0.107 | 0.107 | 0.000 | 0.000 | 0.005 | 0.082 | 0.079 | 0.078 | 0.013 | 0.000 | 0.008 | 0.013 | 0.048 | 0.000 | 0.000 | 0.146 | 0.146 | 0.144 | 0.304 | 0.138 | 0.136 | 0.135 | 0.000 | 0.030 | 0.000 | 0.006 | 0.000 | 0.000 | 0.032 | 0.000 | 0.010 | 0.012 | 1.000 | 0.036 | 0.030 | 0.032 | 0.000 | 0.000 | 0.027 | 0.044 | 0.040 | 0.030 | 0.270 | 0.274 | 0.273 | 0.180 | 0.182 | 0.181 | 0.116 | 0.034 | 0.121 | 0.088 | 0.089 | 0.086 | 0.048 | 0.045 | 0.123 | 0.129 | 0.124 | 0.151 | 0.151 | 0.146 | 0.010 | 0.035 | 0.008 | 0.043 | 0.020 | 0.008 | 0.051 | 0.054 | 0.055 | 0.068 | 0.069 | 0.069 | 0.000 | 0.000 | 0.033 | 0.014 | 0.093 | 0.102 | 0.093 | 0.064 | 0.060 | 0.008 | 0.037 | 0.003 | 0.146 | 1.000 | 0.000 | 0.000 | 0.009 | 0.006 | 0.209 | 0.207 | 0.209 |
| WEEKDAY_APPR_PROCESS_START | 0.009 | 0.004 | 0.007 | 0.000 | 0.000 | 0.013 | 0.006 | 0.039 | 0.000 | 0.036 | 0.000 | 0.000 | 0.000 | 0.003 | 0.003 | 0.000 | 0.004 | 0.000 | 0.007 | 0.000 | 0.000 | 0.000 | 0.013 | 0.024 | 0.006 | 0.010 | 0.007 | 0.000 | 0.005 | 0.000 | 0.002 | 0.011 | 0.012 | 0.000 | 0.000 | 0.000 | 0.011 | 0.003 | 0.001 | 0.006 | 0.012 | 0.012 | 0.012 | 0.018 | 0.000 | 0.014 | 0.000 | 0.013 | 0.007 | 0.008 | 0.024 | 0.000 | 0.006 | 0.079 | 0.038 | 0.067 | 0.000 | 0.000 | 0.000 | 0.011 | 0.013 | 0.016 | 0.015 | 0.033 | 0.000 | 0.000 | 0.000 | 0.000 | 0.017 | 0.020 | 0.012 | 0.008 | 0.000 | 0.008 | 0.008 | 0.009 | 0.018 | 0.004 | 0.000 | 0.000 | 0.011 | 0.006 | 0.006 | 0.005 | 0.000 | 0.005 | 0.009 | 0.006 | 0.000 | 0.000 | 0.014 | 0.011 | 0.019 | 0.026 | 0.020 | 0.000 | 0.014 | 0.006 | 0.018 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.004 | 0.002 | 0.009 |
| YEARS_BEGINEXPLUATATION_AVG | 0.047 | 0.041 | 0.045 | 0.055 | 0.000 | 0.000 | -0.004 | 0.007 | 0.000 | -0.027 | 0.432 | 0.431 | 0.409 | 0.303 | 0.301 | 0.282 | 0.023 | 0.034 | 0.000 | 0.350 | 0.349 | 0.332 | 0.035 | -0.006 | -0.020 | -0.004 | 0.136 | -0.010 | -0.010 | 0.494 | 0.498 | 0.494 | 0.000 | 0.114 | 0.110 | 0.091 | 0.013 | 0.017 | 0.011 | 0.000 | 0.000 | 0.037 | 0.004 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.004 | 0.000 | 0.000 | 0.001 | 0.008 | 0.000 | 0.000 | 0.581 | 0.584 | 0.580 | 0.356 | 0.356 | 0.342 | 0.031 | -0.004 | 0.000 | 0.193 | 0.191 | 0.174 | 0.014 | 0.000 | 0.402 | 0.401 | 0.380 | 0.489 | 0.490 | 0.467 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.090 | 0.089 | 0.076 | 0.111 | 0.110 | 0.093 | 0.017 | 0.017 | 0.012 | -0.060 | -0.070 | 0.026 | 0.025 | 0.011 | 0.025 | 0.000 | 0.000 | -0.000 | 0.489 | 0.000 | 0.000 | 1.000 | 0.997 | 0.986 | 0.987 | 0.986 | 0.976 |
| YEARS_BEGINEXPLUATATION_MEDI | 0.046 | 0.040 | 0.044 | 0.054 | 0.000 | 0.000 | -0.004 | 0.007 | 0.000 | -0.027 | 0.430 | 0.429 | 0.408 | 0.301 | 0.300 | 0.283 | 0.024 | 0.035 | 0.002 | 0.348 | 0.348 | 0.331 | 0.035 | -0.005 | -0.020 | -0.003 | 0.136 | -0.009 | -0.010 | 0.491 | 0.497 | 0.493 | 0.000 | 0.113 | 0.109 | 0.091 | 0.012 | 0.016 | 0.010 | 0.000 | 0.000 | 0.039 | 0.000 | 0.000 | 0.000 | 0.003 | 1.000 | 0.000 | 0.000 | 0.008 | 0.000 | 0.000 | 0.004 | 0.008 | 0.005 | 0.000 | 0.578 | 0.584 | 0.579 | 0.354 | 0.355 | 0.342 | 0.033 | -0.005 | 0.000 | 0.193 | 0.191 | 0.176 | 0.016 | 0.000 | 0.400 | 0.399 | 0.379 | 0.487 | 0.489 | 0.467 | 0.000 | 0.000 | 0.004 | 0.004 | 0.000 | 0.002 | 0.088 | 0.088 | 0.076 | 0.107 | 0.109 | 0.094 | 0.017 | 0.018 | 0.010 | -0.060 | -0.071 | 0.028 | 0.027 | 0.014 | 0.025 | 0.000 | 0.000 | 0.000 | 0.487 | 0.009 | 0.000 | 0.997 | 1.000 | 0.987 | 0.985 | 0.986 | 0.976 |
| YEARS_BEGINEXPLUATATION_MODE | 0.043 | 0.038 | 0.042 | 0.050 | 0.000 | 0.000 | -0.004 | 0.008 | 0.000 | -0.026 | 0.429 | 0.429 | 0.423 | 0.306 | 0.305 | 0.301 | 0.023 | 0.034 | 0.004 | 0.347 | 0.348 | 0.341 | 0.034 | -0.005 | -0.021 | -0.002 | 0.134 | -0.010 | -0.009 | 0.480 | 0.487 | 0.496 | 0.000 | 0.120 | 0.118 | 0.114 | 0.010 | 0.015 | 0.010 | 0.000 | 0.000 | 0.013 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.010 | 0.000 | 0.000 | 0.000 | 0.011 | 0.004 | 0.000 | 0.569 | 0.574 | 0.584 | 0.346 | 0.348 | 0.343 | 0.039 | -0.008 | 0.000 | 0.200 | 0.199 | 0.195 | 0.016 | 0.000 | 0.397 | 0.397 | 0.387 | 0.485 | 0.488 | 0.482 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.077 | 0.080 | 0.080 | 0.096 | 0.100 | 0.101 | 0.018 | 0.018 | 0.020 | -0.056 | -0.074 | 0.028 | 0.027 | 0.010 | 0.023 | 0.000 | 0.000 | -0.002 | 0.488 | 0.006 | 0.000 | 0.986 | 0.987 | 1.000 | 0.968 | 0.969 | 0.979 |
| YEARS_BUILD_AVG | 0.044 | 0.034 | 0.038 | 0.046 | 0.000 | 0.000 | -0.006 | 0.006 | 0.008 | -0.032 | 0.404 | 0.400 | 0.367 | 0.289 | 0.286 | 0.263 | 0.024 | 0.038 | 0.013 | 0.349 | 0.349 | 0.331 | 0.034 | 0.009 | -0.018 | 0.007 | 0.145 | -0.012 | -0.014 | 0.488 | 0.492 | 0.485 | 0.171 | 0.076 | 0.073 | 0.047 | 0.008 | 0.016 | 0.011 | 0.000 | 0.000 | 0.000 | 0.029 | 0.000 | 0.000 | 0.011 | 1.000 | 0.048 | 0.004 | 0.024 | 0.024 | 0.000 | 0.048 | 0.021 | 0.044 | 0.018 | 0.571 | 0.573 | 0.565 | 0.359 | 0.360 | 0.346 | 0.077 | -0.001 | 0.087 | 0.177 | 0.174 | 0.153 | 0.035 | 0.048 | 0.403 | 0.402 | 0.381 | 0.465 | 0.465 | 0.430 | 0.006 | 0.055 | 0.027 | 0.017 | 0.028 | 0.016 | 0.091 | 0.091 | 0.078 | 0.109 | 0.108 | 0.086 | 0.018 | 0.019 | 0.027 | -0.059 | -0.083 | 0.097 | 0.090 | 0.018 | 0.029 | 0.000 | 0.046 | 0.006 | 0.456 | 0.209 | 0.004 | 0.987 | 0.985 | 0.968 | 1.000 | 0.998 | 0.988 |
| YEARS_BUILD_MEDI | 0.044 | 0.034 | 0.037 | 0.046 | 0.000 | 0.000 | -0.005 | 0.006 | 0.000 | -0.032 | 0.402 | 0.400 | 0.366 | 0.287 | 0.285 | 0.264 | 0.024 | 0.039 | 0.016 | 0.348 | 0.349 | 0.332 | 0.035 | 0.009 | -0.017 | 0.007 | 0.144 | -0.012 | -0.014 | 0.486 | 0.492 | 0.484 | 0.173 | 0.076 | 0.072 | 0.047 | 0.007 | 0.015 | 0.010 | 0.000 | 0.000 | 0.000 | 0.026 | 0.000 | 0.000 | 0.000 | 1.000 | 0.044 | 0.003 | 0.025 | 0.023 | 0.000 | 0.048 | 0.014 | 0.037 | 0.016 | 0.568 | 0.573 | 0.565 | 0.358 | 0.360 | 0.345 | 0.078 | -0.001 | 0.091 | 0.177 | 0.175 | 0.155 | 0.037 | 0.048 | 0.402 | 0.401 | 0.380 | 0.464 | 0.465 | 0.429 | 0.001 | 0.055 | 0.027 | 0.018 | 0.027 | 0.017 | 0.090 | 0.090 | 0.078 | 0.107 | 0.108 | 0.087 | 0.018 | 0.019 | 0.027 | -0.059 | -0.084 | 0.097 | 0.091 | 0.018 | 0.029 | 0.000 | 0.046 | 0.006 | 0.455 | 0.207 | 0.002 | 0.986 | 0.986 | 0.969 | 0.998 | 1.000 | 0.989 |
| YEARS_BUILD_MODE | 0.041 | 0.031 | 0.035 | 0.042 | 0.000 | 0.000 | -0.005 | 0.006 | 0.000 | -0.030 | 0.402 | 0.402 | 0.381 | 0.291 | 0.291 | 0.282 | 0.022 | 0.037 | 0.005 | 0.349 | 0.350 | 0.344 | 0.033 | 0.010 | -0.017 | 0.008 | 0.142 | -0.011 | -0.013 | 0.477 | 0.486 | 0.489 | 0.158 | 0.083 | 0.081 | 0.068 | 0.006 | 0.012 | 0.010 | 0.000 | 0.000 | 0.000 | 0.025 | 0.000 | 0.000 | 0.012 | 1.000 | 0.042 | 0.010 | 0.021 | 0.026 | 0.000 | 0.049 | 0.000 | 0.035 | 0.019 | 0.560 | 0.566 | 0.568 | 0.353 | 0.355 | 0.351 | 0.077 | -0.005 | 0.099 | 0.185 | 0.184 | 0.174 | 0.039 | 0.052 | 0.401 | 0.402 | 0.393 | 0.464 | 0.466 | 0.443 | 0.003 | 0.056 | 0.025 | 0.016 | 0.033 | 0.015 | 0.081 | 0.084 | 0.085 | 0.097 | 0.103 | 0.096 | 0.019 | 0.020 | 0.026 | -0.054 | -0.089 | 0.106 | 0.100 | 0.015 | 0.032 | 0.000 | 0.048 | 0.006 | 0.457 | 0.209 | 0.009 | 0.976 | 0.976 | 0.979 | 0.988 | 0.989 | 1.000 |
| SK_ID_CURR | NAME_CONTRACT_TYPE | CODE_GENDER | FLAG_OWN_CAR | FLAG_OWN_REALTY | CNT_CHILDREN | AMT_INCOME_TOTAL | AMT_CREDIT | AMT_ANNUITY | AMT_GOODS_PRICE | NAME_TYPE_SUITE | NAME_INCOME_TYPE | NAME_EDUCATION_TYPE | NAME_FAMILY_STATUS | NAME_HOUSING_TYPE | REGION_POPULATION_RELATIVE | DAYS_BIRTH | DAYS_EMPLOYED | DAYS_REGISTRATION | DAYS_ID_PUBLISH | OWN_CAR_AGE | FLAG_MOBIL | FLAG_EMP_PHONE | FLAG_WORK_PHONE | FLAG_CONT_MOBILE | FLAG_PHONE | FLAG_EMAIL | OCCUPATION_TYPE | CNT_FAM_MEMBERS | REGION_RATING_CLIENT | REGION_RATING_CLIENT_W_CITY | WEEKDAY_APPR_PROCESS_START | HOUR_APPR_PROCESS_START | REG_REGION_NOT_LIVE_REGION | REG_REGION_NOT_WORK_REGION | LIVE_REGION_NOT_WORK_REGION | REG_CITY_NOT_LIVE_CITY | REG_CITY_NOT_WORK_CITY | LIVE_CITY_NOT_WORK_CITY | ORGANIZATION_TYPE | EXT_SOURCE_1 | EXT_SOURCE_2 | EXT_SOURCE_3 | APARTMENTS_AVG | BASEMENTAREA_AVG | YEARS_BEGINEXPLUATATION_AVG | YEARS_BUILD_AVG | COMMONAREA_AVG | ELEVATORS_AVG | ENTRANCES_AVG | FLOORSMAX_AVG | FLOORSMIN_AVG | LANDAREA_AVG | LIVINGAPARTMENTS_AVG | LIVINGAREA_AVG | NONLIVINGAPARTMENTS_AVG | NONLIVINGAREA_AVG | APARTMENTS_MODE | BASEMENTAREA_MODE | YEARS_BEGINEXPLUATATION_MODE | YEARS_BUILD_MODE | COMMONAREA_MODE | ELEVATORS_MODE | ENTRANCES_MODE | FLOORSMAX_MODE | FLOORSMIN_MODE | LANDAREA_MODE | LIVINGAPARTMENTS_MODE | LIVINGAREA_MODE | NONLIVINGAPARTMENTS_MODE | NONLIVINGAREA_MODE | APARTMENTS_MEDI | BASEMENTAREA_MEDI | YEARS_BEGINEXPLUATATION_MEDI | YEARS_BUILD_MEDI | COMMONAREA_MEDI | ELEVATORS_MEDI | ENTRANCES_MEDI | FLOORSMAX_MEDI | FLOORSMIN_MEDI | LANDAREA_MEDI | LIVINGAPARTMENTS_MEDI | LIVINGAREA_MEDI | NONLIVINGAPARTMENTS_MEDI | NONLIVINGAREA_MEDI | FONDKAPREMONT_MODE | HOUSETYPE_MODE | TOTALAREA_MODE | WALLSMATERIAL_MODE | EMERGENCYSTATE_MODE | OBS_30_CNT_SOCIAL_CIRCLE | DEF_30_CNT_SOCIAL_CIRCLE | OBS_60_CNT_SOCIAL_CIRCLE | DEF_60_CNT_SOCIAL_CIRCLE | DAYS_LAST_PHONE_CHANGE | FLAG_DOCUMENT_2 | FLAG_DOCUMENT_3 | FLAG_DOCUMENT_4 | FLAG_DOCUMENT_5 | FLAG_DOCUMENT_6 | FLAG_DOCUMENT_7 | FLAG_DOCUMENT_8 | FLAG_DOCUMENT_9 | FLAG_DOCUMENT_10 | FLAG_DOCUMENT_11 | FLAG_DOCUMENT_12 | FLAG_DOCUMENT_13 | FLAG_DOCUMENT_14 | FLAG_DOCUMENT_15 | FLAG_DOCUMENT_16 | FLAG_DOCUMENT_17 | FLAG_DOCUMENT_18 | FLAG_DOCUMENT_19 | FLAG_DOCUMENT_20 | FLAG_DOCUMENT_21 | AMT_REQ_CREDIT_BUREAU_HOUR | AMT_REQ_CREDIT_BUREAU_DAY | AMT_REQ_CREDIT_BUREAU_WEEK | AMT_REQ_CREDIT_BUREAU_MON | AMT_REQ_CREDIT_BUREAU_QRT | AMT_REQ_CREDIT_BUREAU_YEAR | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 15071 | 208550 | Cash loans | M | Y | Y | 2 | 450000.0 | 854896.5 | 36351.0 | 702000.0 | Unaccompanied | Working | Higher education | Married | House / apartment | 0.032561 | -11348 | -1149 | -5443.0 | -3953 | 14.0 | 1 | 1 | 0 | 1 | 0 | 0 | Managers | 4.0 | 1 | 1 | MONDAY | 13 | 0 | 0 | 0 | 0 | 0 | 0 | Business Entity Type 3 | 0.637061 | 0.771890 | NaN | 0.0926 | 0.0568 | 0.9732 | 0.6328 | 0.0115 | 0.072 | 0.1379 | 0.1333 | 0.1750 | 0.0379 | 0.0751 | 0.0898 | 0.0015 | 0.0081 | 0.0378 | 0.0413 | 0.9727 | 0.6406 | 0.0026 | 0.0000 | 0.1034 | 0.0833 | 0.1250 | 0.0152 | 0.0331 | 0.0192 | 0.0000 | 0.0000 | 0.0375 | 0.0621 | 0.9727 | 0.6310 | 0.0039 | 0.00 | 0.1034 | 0.0833 | 0.1250 | 0.0332 | 0.0308 | 0.0298 | 0.0000 | 0.0015 | reg oper account | block of flats | 0.0231 | Stone, brick | No | 0.0 | 0.0 | 0.0 | 0.0 | -730.0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | NaN | NaN | NaN | NaN | NaN | NaN |
| 10157 | 173779 | Cash loans | F | N | Y | 0 | 67500.0 | 296280.0 | 19062.0 | 225000.0 | Unaccompanied | Pensioner | Higher education | Single / not married | House / apartment | 0.009175 | -19852 | 365243 | -192.0 | -3237 | NaN | 1 | 0 | 0 | 1 | 0 | 0 | None | 1.0 | 2 | 2 | FRIDAY | 14 | 0 | 0 | 0 | 0 | 0 | 0 | XNA | NaN | 0.672038 | 0.554947 | 0.2320 | 0.1576 | 0.9990 | 0.9864 | 0.0803 | 0.200 | 0.1724 | 0.3333 | 0.3750 | 0.0291 | 0.1891 | 0.2099 | 0.8687 | 0.0000 | 0.2363 | 0.1635 | 0.9990 | 0.9869 | 0.0810 | 0.2014 | 0.1724 | 0.3333 | 0.3750 | 0.0297 | 0.2066 | 0.2186 | 0.8755 | 0.0000 | 0.2342 | 0.1576 | 0.9990 | 0.9866 | 0.0808 | 0.20 | 0.1724 | 0.3333 | 0.3750 | 0.0296 | 0.1924 | 0.2136 | 0.8734 | 0.0000 | reg oper spec account | block of flats | 0.2187 | Stone, brick | No | 0.0 | 0.0 | 0.0 | 0.0 | -693.0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 4.0 |
| 36313 | 365820 | Cash loans | F | Y | N | 0 | 135000.0 | 339948.0 | 35694.0 | 315000.0 | Unaccompanied | Commercial associate | Secondary / secondary special | Married | House / apartment | 0.024610 | -15138 | -4891 | -9273.0 | -4450 | 7.0 | 1 | 1 | 0 | 1 | 1 | 0 | Private service staff | 2.0 | 2 | 2 | MONDAY | 10 | 0 | 0 | 0 | 0 | 0 | 0 | Business Entity Type 3 | 0.789471 | 0.630215 | 0.619528 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | None | None | 0.0018 | None | No | 0.0 | 0.0 | 0.0 | 0.0 | -231.0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 3.0 |
| 6017 | 144092 | Cash loans | M | N | Y | 0 | 256500.0 | 609898.5 | 31270.5 | 526500.0 | Unaccompanied | Working | Secondary / secondary special | Married | House / apartment | 0.002042 | -15214 | -2773 | -2075.0 | -4943 | NaN | 1 | 1 | 0 | 1 | 0 | 1 | Laborers | 2.0 | 3 | 3 | FRIDAY | 10 | 0 | 0 | 0 | 0 | 0 | 0 | Other | 0.460429 | 0.771297 | 0.410103 | 0.0557 | 0.0000 | 0.9861 | 0.8096 | 0.0000 | 0.080 | 0.0690 | 0.3333 | 0.3750 | 0.0672 | 0.0454 | 0.0591 | 0.0000 | 0.0385 | 0.0567 | 0.0000 | 0.9861 | 0.8171 | 0.0000 | 0.0806 | 0.0690 | 0.3333 | 0.3750 | 0.0687 | 0.0496 | 0.0616 | 0.0000 | 0.0408 | 0.0562 | 0.0000 | 0.9861 | 0.8121 | 0.0000 | 0.08 | 0.0690 | 0.3333 | 0.3750 | 0.0684 | 0.0462 | 0.0602 | 0.0000 | 0.0393 | None | block of flats | 0.0489 | Panel | No | 0.0 | 0.0 | 0.0 | 0.0 | -790.0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 3.0 |
| 26319 | 291599 | Cash loans | M | N | N | 1 | 180000.0 | 450000.0 | 22977.0 | 450000.0 | Unaccompanied | Working | Secondary / secondary special | Married | House / apartment | 0.018029 | -15806 | -5816 | -1188.0 | -5943 | NaN | 1 | 1 | 1 | 1 | 1 | 0 | Core staff | 3.0 | 3 | 3 | MONDAY | 7 | 0 | 0 | 0 | 0 | 0 | 0 | Government | 0.345827 | 0.479513 | NaN | 0.1701 | 0.1896 | 0.9891 | 0.8504 | 0.2500 | 0.000 | 0.4138 | 0.1667 | 0.0417 | 0.1562 | 0.1370 | 0.1688 | 0.0077 | 0.0178 | 0.1733 | 0.1968 | 0.9891 | 0.8563 | 0.2522 | 0.0000 | 0.4138 | 0.1667 | 0.0417 | 0.1597 | 0.1497 | 0.1759 | 0.0078 | 0.0189 | 0.1718 | 0.1896 | 0.9891 | 0.8524 | 0.2515 | 0.00 | 0.4138 | 0.1667 | 0.0417 | 0.1589 | 0.1394 | 0.1718 | 0.0078 | 0.0182 | reg oper account | block of flats | 0.1367 | Panel | No | 1.0 | 0.0 | 1.0 | 0.0 | -2580.0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | NaN | NaN | NaN | NaN | NaN | NaN |
| SK_ID_CURR | NAME_CONTRACT_TYPE | CODE_GENDER | FLAG_OWN_CAR | FLAG_OWN_REALTY | CNT_CHILDREN | AMT_INCOME_TOTAL | AMT_CREDIT | AMT_ANNUITY | AMT_GOODS_PRICE | NAME_TYPE_SUITE | NAME_INCOME_TYPE | NAME_EDUCATION_TYPE | NAME_FAMILY_STATUS | NAME_HOUSING_TYPE | REGION_POPULATION_RELATIVE | DAYS_BIRTH | DAYS_EMPLOYED | DAYS_REGISTRATION | DAYS_ID_PUBLISH | OWN_CAR_AGE | FLAG_MOBIL | FLAG_EMP_PHONE | FLAG_WORK_PHONE | FLAG_CONT_MOBILE | FLAG_PHONE | FLAG_EMAIL | OCCUPATION_TYPE | CNT_FAM_MEMBERS | REGION_RATING_CLIENT | REGION_RATING_CLIENT_W_CITY | WEEKDAY_APPR_PROCESS_START | HOUR_APPR_PROCESS_START | REG_REGION_NOT_LIVE_REGION | REG_REGION_NOT_WORK_REGION | LIVE_REGION_NOT_WORK_REGION | REG_CITY_NOT_LIVE_CITY | REG_CITY_NOT_WORK_CITY | LIVE_CITY_NOT_WORK_CITY | ORGANIZATION_TYPE | EXT_SOURCE_1 | EXT_SOURCE_2 | EXT_SOURCE_3 | APARTMENTS_AVG | BASEMENTAREA_AVG | YEARS_BEGINEXPLUATATION_AVG | YEARS_BUILD_AVG | COMMONAREA_AVG | ELEVATORS_AVG | ENTRANCES_AVG | FLOORSMAX_AVG | FLOORSMIN_AVG | LANDAREA_AVG | LIVINGAPARTMENTS_AVG | LIVINGAREA_AVG | NONLIVINGAPARTMENTS_AVG | NONLIVINGAREA_AVG | APARTMENTS_MODE | BASEMENTAREA_MODE | YEARS_BEGINEXPLUATATION_MODE | YEARS_BUILD_MODE | COMMONAREA_MODE | ELEVATORS_MODE | ENTRANCES_MODE | FLOORSMAX_MODE | FLOORSMIN_MODE | LANDAREA_MODE | LIVINGAPARTMENTS_MODE | LIVINGAREA_MODE | NONLIVINGAPARTMENTS_MODE | NONLIVINGAREA_MODE | APARTMENTS_MEDI | BASEMENTAREA_MEDI | YEARS_BEGINEXPLUATATION_MEDI | YEARS_BUILD_MEDI | COMMONAREA_MEDI | ELEVATORS_MEDI | ENTRANCES_MEDI | FLOORSMAX_MEDI | FLOORSMIN_MEDI | LANDAREA_MEDI | LIVINGAPARTMENTS_MEDI | LIVINGAREA_MEDI | NONLIVINGAPARTMENTS_MEDI | NONLIVINGAREA_MEDI | FONDKAPREMONT_MODE | HOUSETYPE_MODE | TOTALAREA_MODE | WALLSMATERIAL_MODE | EMERGENCYSTATE_MODE | OBS_30_CNT_SOCIAL_CIRCLE | DEF_30_CNT_SOCIAL_CIRCLE | OBS_60_CNT_SOCIAL_CIRCLE | DEF_60_CNT_SOCIAL_CIRCLE | DAYS_LAST_PHONE_CHANGE | FLAG_DOCUMENT_2 | FLAG_DOCUMENT_3 | FLAG_DOCUMENT_4 | FLAG_DOCUMENT_5 | FLAG_DOCUMENT_6 | FLAG_DOCUMENT_7 | FLAG_DOCUMENT_8 | FLAG_DOCUMENT_9 | FLAG_DOCUMENT_10 | FLAG_DOCUMENT_11 | FLAG_DOCUMENT_12 | FLAG_DOCUMENT_13 | FLAG_DOCUMENT_14 | FLAG_DOCUMENT_15 | FLAG_DOCUMENT_16 | FLAG_DOCUMENT_17 | FLAG_DOCUMENT_18 | FLAG_DOCUMENT_19 | FLAG_DOCUMENT_20 | FLAG_DOCUMENT_21 | AMT_REQ_CREDIT_BUREAU_HOUR | AMT_REQ_CREDIT_BUREAU_DAY | AMT_REQ_CREDIT_BUREAU_WEEK | AMT_REQ_CREDIT_BUREAU_MON | AMT_REQ_CREDIT_BUREAU_QRT | AMT_REQ_CREDIT_BUREAU_YEAR | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 11284 | 181764 | Cash loans | F | N | Y | 0 | 67500.0 | 296280.0 | 23539.5 | 225000.0 | Unaccompanied | Working | Secondary / secondary special | Married | House / apartment | 0.031329 | -18890 | -232 | -8240.0 | -2422 | NaN | 1 | 1 | 0 | 1 | 0 | 0 | Cooking staff | 2.0 | 2 | 2 | THURSDAY | 9 | 0 | 0 | 0 | 0 | 1 | 1 | Industry: type 3 | 0.579538 | 0.596387 | 0.805020 | 0.0825 | 0.0956 | 0.9861 | 0.8096 | 0.0108 | 0.0000 | 0.2069 | 0.1667 | 0.2083 | NaN | 0.0672 | 0.0783 | 0.0 | 0.0000 | 0.0840 | 0.0992 | 0.9861 | 0.8171 | 0.0109 | 0.0000 | 0.2069 | 0.1667 | 0.2083 | NaN | 0.0735 | 0.0816 | 0.0 | 0.0 | 0.0833 | 0.0956 | 0.9861 | 0.8121 | 0.0109 | 0.00 | 0.2069 | 0.1667 | 0.2083 | NaN | 0.0684 | 0.0797 | 0.0 | 0.0 | reg oper account | block of flats | 0.0675 | Panel | No | 0.0 | 0.0 | 0.0 | 0.0 | -2640.0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 |
| 44732 | 427263 | Cash loans | F | N | Y | 0 | 306000.0 | 497520.0 | 39307.5 | 450000.0 | Unaccompanied | Pensioner | Higher education | Widow | House / apartment | 0.072508 | -19908 | 365243 | -316.0 | -701 | NaN | 1 | 0 | 0 | 1 | 1 | 0 | None | 1.0 | 1 | 1 | WEDNESDAY | 13 | 0 | 0 | 0 | 0 | 0 | 0 | XNA | NaN | 0.561433 | 0.670652 | 0.1072 | 0.0565 | 0.9767 | NaN | NaN | 0.1064 | 0.0690 | 0.4167 | NaN | 0.0000 | NaN | 0.0941 | NaN | 0.0001 | 0.0882 | 0.0396 | 0.9767 | NaN | NaN | 0.0806 | 0.0345 | 0.4583 | NaN | 0.0000 | NaN | 0.0753 | NaN | 0.0 | 0.0874 | 0.0386 | 0.9767 | NaN | NaN | 0.08 | 0.0345 | 0.4583 | NaN | 0.0000 | NaN | 0.0744 | NaN | 0.0 | None | block of flats | 0.0568 | Panel | No | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.0 |
| 38158 | 379841 | Cash loans | F | N | Y | 0 | 247500.0 | 696528.0 | 44644.5 | 630000.0 | Unaccompanied | Pensioner | Secondary / secondary special | Married | House / apartment | 0.046220 | -23126 | 365243 | -13697.0 | -4778 | NaN | 1 | 0 | 0 | 1 | 1 | 0 | None | 2.0 | 1 | 1 | SUNDAY | 13 | 0 | 0 | 0 | 0 | 0 | 0 | XNA | NaN | 0.718332 | 0.605836 | NaN | NaN | 0.9801 | NaN | NaN | 0.1600 | 0.1379 | 0.4583 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.9801 | NaN | NaN | 0.1611 | 0.1379 | 0.4583 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.9801 | NaN | NaN | 0.16 | 0.1379 | 0.4583 | NaN | NaN | NaN | NaN | NaN | NaN | reg oper account | block of flats | 0.1638 | Panel | No | 0.0 | 0.0 | 0.0 | 0.0 | -1299.0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 6.0 |
| 860 | 105976 | Cash loans | F | N | N | 0 | 90000.0 | 225000.0 | 16371.0 | 225000.0 | Unaccompanied | Working | Secondary / secondary special | Married | House / apartment | 0.008866 | -10154 | -1401 | -3626.0 | -1037 | NaN | 1 | 1 | 1 | 1 | 0 | 0 | Sales staff | 2.0 | 2 | 2 | MONDAY | 15 | 0 | 0 | 0 | 0 | 1 | 1 | Agriculture | NaN | 0.358885 | NaN | 0.0124 | NaN | 0.9791 | NaN | NaN | 0.0000 | 0.0690 | 0.0417 | NaN | NaN | NaN | 0.0090 | NaN | NaN | 0.0126 | NaN | 0.9791 | NaN | NaN | 0.0000 | 0.0690 | 0.0417 | NaN | NaN | NaN | 0.0094 | NaN | NaN | 0.0125 | NaN | 0.9791 | NaN | NaN | 0.00 | 0.0690 | 0.0417 | NaN | NaN | NaN | 0.0092 | NaN | NaN | None | block of flats | 0.0071 | Wooden | No | 3.0 | 0.0 | 3.0 | 0.0 | -1349.0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 15795 | 213886 | Cash loans | F | Y | Y | 0 | 360000.0 | 550980.0 | 33835.5 | 450000.0 | Unaccompanied | Working | Higher education | Married | House / apartment | 0.008866 | -16375 | -3315 | -1740.0 | -3108 | 3.0 | 1 | 1 | 0 | 1 | 0 | 0 | None | 2.0 | 2 | 2 | MONDAY | 15 | 0 | 0 | 0 | 0 | 0 | 0 | Trade: type 7 | 0.634508 | 0.807462 | 0.767523 | 0.0608 | 0.0618 | 0.9866 | 0.6804 | 0.0114 | 0.0000 | 0.1207 | 0.1250 | 0.2083 | 0.0389 | 0.0841 | 0.0546 | 0.0 | 0.0000 | 0.0189 | 0.0356 | 0.9767 | 0.6929 | 0.0115 | 0.0000 | 0.0345 | 0.0833 | 0.2083 | 0.0069 | 0.0918 | 0.0154 | 0.0 | 0.0 | 0.0614 | 0.0618 | 0.9866 | 0.6847 | 0.0114 | 0.00 | 0.1207 | 0.1250 | 0.2083 | 0.0395 | 0.0855 | 0.0555 | 0.0 | 0.0 | reg oper account | block of flats | 0.0804 | Stone, brick | No | 1.0 | 0.0 | 1.0 | 0.0 | -1820.0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 |